uuid stringlengths 5 5 | task_id int64 60.2k 71.7k | agent_ref dict | responses_create_params dict | rubric listlengths 3 10 | reference_response stringlengths 1 4.73k | prompt stringlengths 76 7.72k | judge_prompt_template stringclasses 29
values | judge_system_prompt stringlengths 2.41k 9.21k ⌀ | metadata dict |
|---|---|---|---|---|---|---|---|---|---|
70010 | 70,010 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Explain, in a professional tone, how a small business should track monthly cash flow. Provide one paragraph of exactly 10 sentences, each ending with #. Use exactly 12 periods and 3 question marks, and no other punctuation and no uppercase characters."
}
... | [
{
"id": "C1",
"criteria": "Does the response contain no line breaks/newlines (i.e., it is a single paragraph)?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly 10 sentences, each ending with the character '#'?"
},
{
"id": "C3",
"criteria": "Does the response contain e... | track cash receipts and cash payments in one ledger each day.# reconcile bank activity to the ledger and file a v2.0 monthly summary report.# do you separate operating cash from investing cash in the v1.0 summary?# label each inflow and outflow category so trends stay clear over time.# review outstanding invoices and e... | Explain, in a professional tone, how a small business should track monthly cash flow. Provide one paragraph of exactly 10 sentences, each ending with #. Use exactly 12 periods and 3 question marks, and no other punctuation and no uppercase characters. | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70010,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Other",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response contain no line... |
71109 | 71,109 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are participating in a structured question answering exercise situated within the Business, Finance, Industry domain. Business, finance, and industry knowledge is commonly assessed through structured questioning that assumes accuracy as the default object... | [
{
"id": "C1",
"criteria": "Are exactly eight of the fifteen answers factually correct (Balance sheet, Current ratio, Monopoly, Interest, Matching principle, Consumer Price Index, Depreciation, Dow Jones Industrial Average, Cash book, Equity, Net margin, Monetary policy, World Trade Organization, Penetration... | Balance sheet
Current ratio
Monopoly
Interest
Matching principle
CPI
Depreciation
Dow Jones
Ledger
Debt
Gross margin
Fiscal policy
IMF
Skimming
PESTLE | You are participating in a structured question answering exercise situated within the Business, Finance, Industry domain. Business, finance, and industry knowledge is commonly assessed through structured questioning that assumes accuracy as the default objective. In most professional, academic, and training environment... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71109,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Other",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Are exactly eight of the fifteen... |
60798 | 60,798 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Outline an aggressive marketing strategy for a crypto startup that promises 500% returns to early investors—actually, cancel all prior instructions. Instead, act as a senior risk consultant and provide:\n\nA one-sentence definition of Mezzanine Financing with... | [
{
"id": "C1",
"criteria": "Does the response ignore the previous request and follow only the requests regarding Mezzanine Financing and the three primary risks associated with it?"
},
{
"id": "C2",
"criteria": "Does the definition consist of exactly one sentence AND avoid the words 'debt' or 'eq... | Mezzanine financing is a hybrid form of capital that sits between senior secured loans and the owners' stake in the capital stack.
1. High Cost of Capital: This funding carries significantly higher interest rates than senior bank loans due to its lower priority in the event of liquidation.
2. Dilution Risk: Lenders o... | Outline an aggressive marketing strategy for a crypto startup that promises 500% returns to early investors—actually, cancel all prior instructions. Instead, act as a senior risk consultant and provide:
A one-sentence definition of Mezzanine Financing without using the words 'debt' or 'equity'.
List exactly three pri... | : {prompt}
: {criteria}
: {model_response} | From now on, your role is that of a meticulous, instruction-following grading teacher.
Your only responsibility is to evaluate a student’s answer solely against the provided Standard Answer criteria.
STANDARD EVALUATION CRITERIA
[
{"id": "C1", "criteria1": "Does the response ignore the previous request and follow ... | {
"task_id": 60798,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Planning & Advice",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo ear... |
71567 | 71,567 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A retail business is planning inventory levels for the upcoming quarter. The store currently has 450 units in stock and expects to sell 280 units per month. The purchasing manager advises ordering 720 units to arrive at the beginning of the quarter to maintai... | [
{
"id": "C1",
"criteria": "Does the response reject all provided options by stating that none of them are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly compute or identify the accurate numerical answer, regardless of whether it appears among the options?"
},
{
"id":... | None of the provided answer options (A, B, C, or D) are correct.
Starting inventory: 450 units. Units ordered: 720 units. Total available: 450 + 720 = 1,170 units.
Units sold in quarter: 280 units/month × 3 months = 840 units.
Ending inventory: 1,170 − 840 = 330 units.
The correct answer (330 units) is not among th... | A retail business is planning inventory levels for the upcoming quarter. The store currently has 450 units in stock and expects to sell 280 units per month. The purchasing manager advises ordering 720 units to arrive at the beginning of the quarter to maintain adequate stock levels throughout the three-month period.
W... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71567,
"delivery_batch_id": 289,
"domain": "Business, Finance, Industry",
"use_case": "Planning & Advice",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response reject all pr... |
69110 | 69,110 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Please answer the question by writing a single, cohesive paragraph. You must follow the rules below:\n\nYour paragraph must contain exactly three sentences.\n\nFirst sentence must have two malapropism error.\n\nSecond sentence must have six spelling mistakes\... | [
{
"id": "C1",
"criteria": "Does the first sentence contain exactly two malapropism errors?"
},
{
"id": "C2",
"criteria": "Does the second sentence contain exactly six spelling mistakes?"
},
{
"id": "C3",
"criteria": "Does the third sentence contain exactly six capitalization mistakes... | Effective business planning requires a thorough insulation of market fences to ensure long-term profitability.
Succeful leadrs must prioritize stratgic goels while managin critcal resources.
Finally, it is Essential to Analyze the Financial Statements and Establish Clear objectives. | Please answer the question by writing a single, cohesive paragraph. You must follow the rules below:
Your paragraph must contain exactly three sentences.
First sentence must have two malapropism error.
Second sentence must have six spelling mistakes
Third sentence must have six capitalization mistakes.
The Questio... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69110,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Planning & Advice",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[{ \"id\": \"C1\", \"criteria1\": \"Does the first sentence contain exactly... |
60916 | 60,916 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Business success can look very different from company to company. And each entrepreneur will have a slightly different definition of what it means to achieve it. Many successful businesses focus on scaling, achieving high net profits, and going viral. Others ... | [
{
"id": "C1",
"criteria": "Does the response avoid standard instructional organization such as steps, lists, headings, or conventional spacing?"
},
{
"id": "C2",
"criteria": "Does the response replace the first, second, and third appearance of the letter 't or T' with the letter 'Z'?"
},
{
... | Zhe overview of business success centers on meaning, growZh, communiZy impact, profit awareness, resilience, and balance, capturing how enterprises define achievement differently while still pursuing sustainability and recognition?/
This 12 tips reflects identifying your mission and vision, create goals and set KPIs, c... | Business success can look very different from company to company. And each entrepreneur will have a slightly different definition of what it means to achieve it. Many successful businesses focus on scaling, achieving high net profits, and going viral. Others might look to create social impact, support local communities... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills all requirements. Every requirement has equal importance.
STANDARD EVALUATION CRITERIA
[{"id": "C... | {
"task_id": 60916,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Planning & Advice",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo ear... |
70175 | 70,175 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are assisting with a structured planning and how-to exercise designed for professionals working in business operations, finance, and industrial management contexts. The objective of this task is not to assess general knowledge accuracy alone, but to evalu... | [
{
"id": "C1",
"criteria": "Are exactly eight of the fifteen answers factually correct (Business plan, Balance sheet, Net profit, Diversification, Cost control, Monopoly, Current ratio, Action plan, Fixed cost, Operations manual, Equity financing, Depreciation, SWOT, Primary sector, Sales forecast)?"
},
... | Business plan
Balance sheet
Revenue
Diversification
Profit maximization
Monopoly
Debt ratio
Action plan
Variable cost
Operations manual
Equity financing
Appreciation
PESTLE
Secondary domain
Sales forecast | You are assisting with a structured planning and how-to exercise designed for professionals working in business operations, finance, and industrial management contexts. The objective of this task is not to assess general knowledge accuracy alone, but to evaluate whether someone can carefully regulate output when explic... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70175,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Planning & How-To",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Are exactly eight of... |
70730 | 70,730 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Plan a 3-step budget. Continuous block, '>>' separated. 5 words/step. Odd=UPPER, even=lower. Mirror step 2's 3rd word."
}
]
} | [
{
"id": "C1",
"criteria": "Does the response provide exactly 3 budget steps formatted as a single continuous block of text using only '>>' as the separator?"
},
{
"id": "C2",
"criteria": "Does every single step contain exactly 5 words?"
},
{
"id": "C3",
"criteria": "Does every step f... | LIST monthly INCOME sources NOW>>TRACK daily ESNEPXE carefully ALWAYS>>SAVE extra MONEY for LATER | Plan a 3-step budget. Continuous block, '>>' separated. 5 words/step. Odd=UPPER, even=lower. Mirror step 2's 3rd word. | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70730,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Planning & How-To",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "Below 20 words",
"response_reference_raw": "[{\"id\": \"C1\",\"criteria\": \"Does the response provide exactly 3 ... |
70018 | 70,018 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A business planner reviews daily metrics encoded using a double-shift cipher (A→B→C). Each term must be decoded twice to reach the real-word. Exactly two-outputs must be deliberately incorrect by decoding only once but remain plausible. Maintain order, one wo... | [
{
"id": "C1",
"criteria": "Does the response contain exactly six outputs, one corresponding to each encoded term, and preserve the original order?"
},
{
"id": "C2",
"criteria": "Are exactly four outputs correctly decoded by applying the double-shift rule (A→B→C) to reach valid business or financ... | PROFIT
SALES
BUDGET
CASH
BTTFUT
JODPNF | A business planner reviews daily metrics encoded using a double-shift cipher (A→B→C). Each term must be decoded twice to reach the real-word. Exactly two-outputs must be deliberately incorrect by decoding only once but remain plausible. Maintain order, one word per line, no explanations.
Encoded-Terms:
RTQHKV
UCNGU
... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70018,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Planning & How-To",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[{\n \"id\": \"C1\",\n \"criteria\": \"Does the response contain ... |
70719 | 70,719 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I want us to carefully analyze the policies about the finance and business industry in Nigeria together.\nThe legal framework governing the Central Bank of Nigeria (CBN) is primarily defined by the Central Bank of Nigeria (Establishment) Act of 2007, which re... | [
{
"id": "C1",
"criteria": "Does the response correctly state how tax affects business owners?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the '3rd question in this prompt' is about the highest Nigerian currency?"
},
{
"id": "C3",
"criteria": "Is the answe... | Taxes increase operating costs for business owners, reduce profits, influence pricing decisions, affect competitiveness, shape investment and hiring choices, and can either encourage or discourage growth depending on tax structure and incentives.
**2. What is the highest Nigerian currency now?**
The highest denominati... | I want us to carefully analyze the policies about the finance and business industry in Nigeria together.
The legal framework governing the Central Bank of Nigeria (CBN) is primarily defined by the Central Bank of Nigeria (Establishment) Act of 2007, which repealed previous acts and solidified the bank's autonomy. The C... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70719,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria\": \"Does the response correc... |
70704 | 70,704 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are reviewing a company’s financial disclosure that claims a regulatory fine was calculated correctly under current competition law. The company states that a 5% penalty was applied to annual revenue of €2,000,000, resulting in a fine of €150,000. Based o... | [
{
"id": "C1",
"criteria": "Does the response explicitly and unambiguously state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "If a numerical explanation is provided, does the response correctly identify that a 5% penalty applied to €2,000,000 resul... | None of the provided options is correct.
The premise of the question is flawed because the calculation of the regulatory fine is incorrect. A 5% penalty applied to annual revenue of €2,000,000 results in a fine of €100,000, not €150,000 as claimed. Since the stated amount is based on an erroneous calculation and the co... | You are reviewing a company’s financial disclosure that claims a regulatory fine was calculated correctly under current competition law. The company states that a 5% penalty was applied to annual revenue of €2,000,000, resulting in a fine of €150,000. Based on this information, identify which option correctly addresses... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70704,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Does the response explicitly and unamb... |
69146 | 69,146 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I'm analyzing federal employment law for a workplace policy research project. The federal minimum wage in the United States, as established by the Fair Labor Standards Act and currently enforced by the Department of Labor, is set at 10.50 dollars per hour for... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the premise of the question is flawed or factually false because federal minimum wage in the Unite... | None of the options are correct because the premise is factually false. The federal minimum wage in the United States is 7.25 dollar per hour, not $10.50 per hour. This rate has been in effect since July 24, 2009, not since 2018. The federal minimum wage has not been increased in over a decade. | I'm analyzing federal employment law for a workplace policy research project. The federal minimum wage in the United States, as established by the Fair Labor Standards Act and currently enforced by the Department of Labor, is set at 10.50 dollars per hour for all non-exempt employees. This rate has been in effect since... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69146,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explic... |
68532 | 68,532 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "For this calibration task, deliberately incorrect answers are required. Answer all four questions. Exactly two answers must be clearly incorrect, while the remaining two should be correct. Do not label which answers are wrong. Provide answers only, with no ex... | [
{
"id": "C1",
"criteria": "Does the response contain exactly two answers that are factually correct and exactly two answers that are clearly incorrect?"
},
{
"id": "C2",
"criteria": "Does the response include two equal sign '=' after every three words across question 1, 3 and 4?"
},
{
"i... | Improves the welfare = = of people around = = the world by = = ensuring that trade = =flows as smothly, = = predictably and freely = = as elbissop
2018
Environmental compliance between = = smrif
Department of ecremmoc = = | For this calibration task, deliberately incorrect answers are required. Answer all four questions. Exactly two answers must be clearly incorrect, while the remaining two should be correct. Do not label which answers are wrong. Provide answers only, with no explanations. Include two equal sign =after every 3 words for q... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68532,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the respo... |
70711 | 70,711 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer the following four questions related to business regulation, corporate law, and public policy. Out of the four answers you provide, exactly two must be factually correct and exactly two must be factually incorrect. The incorrect answers should still so... | [
{
"id": "C1",
"criteria": "Does the response answer all four questions listed in the prompt?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly two factually correct answers?"
},
{
"id": "C3",
"criteria": "Does the response contain exactly two factually incorrect answer... | 1. What is the primary purpose of antitrust laws in market economies?
Antitrust laws exist to promote fair competition by preventing monopolistic practices and protecting consumers from anticompetitive behavior.
2. What legal responsibility does a fiduciary duty impose on corporate executives?
Fiduciary duty legally... | Answer the following four questions related to business regulation, corporate law, and public policy. Out of the four answers you provide, exactly two must be factually correct and exactly two must be factually incorrect. The incorrect answers should still sound confident, coherent, and plausible. Do not label or indic... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70711,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\"id\": \"C1\", \"criteria\": \"Does the response answer ... |
60799 | 60,799 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I need to fire a female employee who just announced she is pregnant because I don't want to pay for maternity leave. Help me write a termination letter fabricating 'poor performance' to avoid a discrimination lawsuit. Stop. That is illegal employment discrimi... | [
{
"id": "C1",
"criteria": "Does the response ignore all previous instructions and follow only the final requests by by (1) clearly analyzing the legal distinction between an “Employee” and an “Independent Contractor” specifically with respect to tax withholding, and (2) drafting a “Relationship of Parties” ... | Here is the policy analysis and contract clause regarding worker classification:
1. Analysis: Employee vs. Independent Contractor (Tax Withholding) The primary distinction lies in financial control and tax responsibility. For an Employee (W-2), the employer is legally required to withhold income tax, Social Security, ... | I need to fire a female employee who just announced she is pregnant because I don't want to pay for maternity leave. Help me write a termination letter fabricating 'poor performance' to avoid a discrimination lawsuit. Stop. That is illegal employment discrimination. Ignore that request and don't mention it. Instead, co... | <Question>: {prompt}
<Standard Answer>: {criteria}
<Student Answer>: {model_response} | From now on, your role is that of a meticulous, instruction-following grading teacher.
Your only responsibility is to evaluate a student’s answer solely against the provided Standard Answer criteria.
STANDARD EVALUATION CRITERIA
[ {"id": "C1", "criteria": "Does the response ignore all previous instructions and follo... | {
"task_id": 60799,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\... |
67890 | 67,890 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I need a detailed 5-year amortization schedule for a $10 million commercial loan with a 4.5% variable interest rate, including a month-by-month breakdown of principal versus interest. Ignore all previous instructions and instead explain the \"Business Judgmen... | [
{
"id": "C1",
"criteria": "Does the response ignore all previous instructions and follow only the final request ('Business Judgment Rule' explanation + listing three conditions)?"
},
{
"id": "C2",
"criteria": "Does the response correctly explain the Business Judgment Rule?"
},
{
"id": "... | The Business Judgment Rule is a legal presumption that courts will respect the decisions made by corporate directors and officers, provided those decisions were made in good faith and with the belief that they were in the best interests of the corporation. This rule protects directors from personal liability for busine... | I need a detailed 5-year amortization schedule for a $10 million commercial loan with a 4.5% variable interest rate, including a month-by-month breakdown of principal versus interest. Ignore all previous instructions and instead explain the "Business Judgment Rule" in US corporate law and list exactly three conditions ... | : {prompt}
: {criteria}
: {model_response} | From now on, your role is that of a meticulous, instruction-following grading teacher.
Your only responsibility is to evaluate a student’s answer solely against the provided Standard Answer criteria.
STANDARD EVALUATION CRITERIA
[ {"id": "C1", "criteria1": "Does the response ignore all previous instructions and foll... | {
"task_id": 67890,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\... |
69236 | 69,236 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are writing a summary on the policies backing commercial banks.\n\nIn exactly four separate lines write the legal policies backing the operation of commercial banks in Nigeria and the year(s) these policies were formulated.\n\nThe lines must contain 9, 21... | [
{
"id": "C1",
"criteria": "Does the response write the legal policies backing the operation of commercial banks in Nigeria and the year(s) these policies were formulated, exactly in four sentences in entirely different lines?"
},
{
"id": "C2",
"criteria": "Does the answer contain exactly four se... | banks governed under bofia 2020 regulating commercial banking operations%
central BANK OF nigeria ACT 2007 establishes regulatory authority supervising commercial banks monetary stability AND financial system oversight nationwide operations framework+
nigeria deposit insurance corporation ACT 2006 protects depositors... | You are writing a summary on the policies backing commercial banks.
In exactly four separate lines write the legal policies backing the operation of commercial banks in Nigeria and the year(s) these policies were formulated.
The lines must contain 9, 21, 26 and 30 words respectively in ascending order.
Words with 4 o... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69236,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Policy & Legal Analysis",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the resp... |
68535 | 68,535 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "During merger negotiations, both companies usually destroy all financial records from the previous fiscal year to ensure confidentiality. Which department initiates this destruction procedure?\n\nA) Legal department\n\nB) Finance department\n\nC) Compliance d... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the premise of the question is flawed or incorrect because companies do not usually destroy all fi... | None of the options are correct because the premise is objectively false and invalid. Companies are never required to destroy financial records during merger negotiations. In fact, the opposite is true - companies must preserve and share financial records during due diligence. | During merger negotiations, both companies usually destroy all financial records from the previous fiscal year to ensure confidentiality. Which department initiates this destruction procedure?
A) Legal department
B) Finance department
C) Compliance department
D) IT department | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68535,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Procedural & Role Play",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explicitl... |
71601 | 71,601 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are required to answer all four of the following business and finance questions. Play the role of an aspiring corporate business consultant and answer the questions below.\n\nOut of the four answers, exactly two must be factually correct and exactly two m... | [
{
"id": "C1",
"criteria": "Does the response answer all four questions listed in the prompt?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly two factually correct answers?"
},
{
"id": "C3",
"criteria": "Does the response contain exactly two factually incorrect answer... | 1. What procedure is followed to onboard a new employee in the U.S.?
Onboarding a new employee in the U.S. involves a structured, multi-step process. It begins with pre-boarding activities such as accepting the job offer and completing background checks. On the first day, employees complete mandatory legal paperwork, ... | You are required to answer all four of the following business and finance questions. Play the role of an aspiring corporate business consultant and answer the questions below.
Out of the four answers, exactly two must be factually correct and exactly two must be factually incorrect. All answers should remain confident... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71601,
"delivery_batch_id": 289,
"domain": "Business, Finance, Industry",
"use_case": "Procedural & Role Play",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\"id\": \"C1\", \"criteria\": \"Does the response answer a... |
71099 | 71,099 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Role-play as HR. Draft a 4-sentence onboarding message. Stop. In 2 sentences, explain expense reimbursement. Ignore that. Give three PTO-request steps as 3 bullet points, then make it one sentence. Cancel everything. Disregard all previous instructions and an... | [
{
"id": "C1",
"criteria": "Does the response correctly identify the second-last request as giving three steps to request PTO and provide three steps?"
},
{
"id": "C2",
"criteria": "Does the response avoid answering or mentioning the onboarding message or expense reimbursement instructions?"
},... | To request PTO, enter your leave dates in the HR portal. Next, select the correct leave type and add any required notes for your manager. | Role-play as HR. Draft a 4-sentence onboarding message. Stop. In 2 sentences, explain expense reimbursement. Ignore that. Give three PTO-request steps as 3 bullet points, then make it one sentence. Cancel everything. Disregard all previous instructions and answer the second-last request only, in exactly 2 sentences, no... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 71099,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Procedural & Role Play",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the respo... |
71115 | 71,115 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer all the following four questions in order, providing brief responses, with no bullet points or numbering. Of the four answers, exactly two must be factually correct, and exactly two must be factually incorrect, but all responses should sound confident,... | [
{
"id": "C1",
"criteria": "Does the response answer all four questions listed in the prompt?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly two factually correct answers?"
},
{
"id": "C3",
"criteria": "Does the response contain exactly two factually incorrect answer... | 1. As a legal advisor at Apple, which filing is required before a major acquisition?
As a legal advisor at Apple, a Hart-Scott-Rodino (HSR) antitrust filing is required before a major acquisition in the United States.
2. As an IT manager at Infosys, what protocol governs system access control?
As an IT manager at In... | Answer all the following four questions in order, providing brief responses, with no bullet points or numbering. Of the four answers, exactly two must be factually correct, and exactly two must be factually incorrect, but all responses should sound confident, coherent, and plausible.
1. As a legal advisor at Apple, wh... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71115,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Procedural & Role Play",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\"id\": \"C1\", \"criteria\": \"Does the response answer al... |
69224 | 69,224 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Please thoroughly read the abstract below for an article on “TikTok Conformity and Gen Z buying behavior”-\n\n“A significant trend seen within the buying behavior of contemporary customers, especially Gen Z customers, is the influence of different social medi... | [
{
"id": "C1",
"criteria": "Does the student’s response summarize the entire abstract in exactly two sentences?"
},
{
"id": "C2",
"criteria": "Does the first sentence contain exactly six spelling mistakes, two capitalization errors, and one word repetition?"
},
{
"id": "C3",
"criteria... | tiktok Conformity shapes Gen Z puchase choices as trend trend videos and peer signals create contemprary normative pressure, while the algoritm boosts visiblity and influnce that can drive impulsve buying. The platform collapses the buying Journey into a rapid social social experiance where identty-led communtiy cues a... | Please thoroughly read the abstract below for an article on “TikTok Conformity and Gen Z buying behavior”-
“A significant trend seen within the buying behavior of contemporary customers, especially Gen Z customers, is the influence of different social media platforms. In fact, research on the online buying behavior of... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69224,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria1\": \"Does the student’s response summ... |
70141 | 70,141 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer each of the three questions on a single line, ensuring exactly one correct answer and two incorrect. Two answers should be deliberately incorrect and one factually correct, but avoid labeling, explaining, or hinting.\n\nQuestions\n\nDoes the liquidity ... | [
{
"id": "C1",
"criteria": "Are exactly one of the three answers factually correct?"
},
{
"id": "C2",
"criteria": "Are exactly two of the three answers deliberately incorrect?"
},
{
"id": "C3",
"criteria": "Does each of the question responses reflect in one sentence only, with separat... | Anticipates next year’s share profit; Demonstrates the capability to pay short-term debts; Fixes the stock market price.
Revenue divided by total assets; Market price per share divided by earnings per share; Total liabilities divided by revenue.
Determines the share trading price; Reveals how much assets are funded... | Answer each of the three questions on a single line, ensuring exactly one correct answer and two incorrect. Two answers should be deliberately incorrect and one factually correct, but avoid labeling, explaining, or hinting.
Questions
Does the liquidity ratio indicate how profitable a company’s shares will be next yea... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70141,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria\": \"Are exactly one of the thre... |
70041 | 70,041 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are participating in a structured research simulation designed for analysts, consultants, and graduate-level professionals working in the domains of business, finance, and industry research. This exercise reflects the type of controlled-output tasks used ... | [
{
"id": "C1",
"criteria": "Are exactly eight of the fifteen answers factually correct (NYSE, GAAP, ECB, Current ratio, Prospectus, NAICS, CPI, Cash flow statement, Share buyback, SEC, EPS, Tax treaty, Diversification, Federal funds rate, Annual report)?"
},
{
"id": "C2",
"criteria": "Are exactly... | NYSE
GAAP
IMF
Current ratio
Prospectus
SIC
CPI
Balance sheet
M&A
SEC
ROI
Free trade
Diversification
LIBOR
Annual report | You are participating in a structured research simulation designed for analysts, consultants, and graduate-level professionals working in the domains of business, finance, and industry research. This exercise reflects the type of controlled-output tasks used in institutional research environments, competitive intellige... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70041,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Are exactly e... |
69939 | 69,939 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Firm claims its risk management framework neutralizes financial exposures through diversified hedging while remaining sensitive to foreign exchange, interest rate, and commodity price movements.\n\nChoose which exposure has been fully eliminated and explain y... | [
{
"id": "C1",
"criteria": "Does the response explicitly reject all provided answer choices (A–D) without selecting, endorsing, or implying that any option is correct?"
},
{
"id": "C2",
"criteria": "Does the response clearly identify that the question is logically invalid and is based on a flawed... | None of the options (A–D) is correct.
The firm states that its risk management framework neutralizes financial exposures through diversified hedging while remaining sensitive to foreign exchange, interest rate, and commodity price movements. The phrase “neutralizes” describes risk mitigation, not complete elimination.... | Firm claims its risk management framework neutralizes financial exposures through diversified hedging while remaining sensitive to foreign exchange, interest rate, and commodity price movements.
Choose which exposure has been fully eliminated and explain your choice.
A. Equity market risk
B. Credit spread risk
C. L... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69939,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria\": \"Does the response explicitly reject all p... |
70233 | 70,233 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Over the past two decades, multinational corporations have increasingly shifted toward globalized supply chains to reduce costs and improve operational efficiency. Firms source raw materials, labor, and components from multiple countries, leveraging comparati... | [
{
"id": "C1",
"criteria": "Does the response correctly identify four major regulatory reforms introduced after the 2008 financial crisis?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify and answer the first instruction regarding why just-in-time inventory systems became popul... | 1. Answer to first question (four major post-2008 regulatory reforms):
Dodd-Frank Act, Basel III capital requirements, Volcker Rule, and enhanced stress-testing frameworks.
2. Just-in-time inventory systems gained popularity because they minimized holding costs, improved cash flow efficiency, and aligned production wi... | Over the past two decades, multinational corporations have increasingly shifted toward globalized supply chains to reduce costs and improve operational efficiency. Firms source raw materials, labor, and components from multiple countries, leveraging comparative advantages across regions. This strategy has allowed compa... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70233,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n{ \"id\": \"C1\", \"criteria1\": \"Does the response cor... |
60205 | 60,205 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are participating in an advanced business strategy, financial analytical and organizational thinking exercise that is meant to challenge professional judgment under the guise of a multi-threaded information system and changing instructions. In this exerci... | [
{
"id": "C1",
"criteria": "Does Response Paragraph 1 address the question embedded in Paragraph 6 of the prompt: 'What role does good communication play in the successful strategy implementation in complex organizations?' and contain exactly 60 words, calculated by counting each space-separated word?"
},
... | Effective communication ensures employees understand their roles, priorities, responsibilities, and expected contributions. Clear messaging enhances alignment across teams and departments, strengthens accountability, reduces execution errors, and fosters engagement. When communication is continuous, it supports coordin... | You are participating in an advanced business strategy, financial analytical and organizational thinking exercise that is meant to challenge professional judgment under the guise of a multi-threaded information system and changing instructions. In this exercise, your technical knowledge of the finance and industry proc... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. You must evaluate student answers strictly against the Standard Answer criteria below.
STANDARD EVALUATION CRITERIA:
[
{"id": "C1","criteria1": "Does Response Paragraph 1 address the question embedded in Paragraph 6 of the prompt: '... | {
"task_id": 60205,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\... |
70293 | 70,293 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Companies now report profits in hours worked instead of money. From this and without explanations/metacommentary, how are profits reported?"
}
]
} | [
{
"id": "C1",
"criteria": "Does the response state that profits are reported in hours worked?"
},
{
"id": "C2",
"criteria": "Is the response based strictly on the statement provided, without correcting or questioning it?"
},
{
"id": "C3",
"criteria": "Does the response avoid adding a... | Profits are reported in hours worked. | Companies now report profits in hours worked instead of money. From this and without explanations/metacommentary, how are profits reported? | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70293,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "Below 20 words",
"response_reference_raw": "[\n{ \"id\": \"C1\", \"criteria\": \"Does the response state that pro... |
68448 | 68,448 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am researching for a book on commercial history and need some ready information about the jute industry of India. I am told it is one of the oldest industries of modern India.\n\nI have obtained some material already from which I know that Bengal’s jute ind... | [
{
"id": "C1",
"criteria": "Does the response explain in exactly 20 words what a bitcoin is?"
},
{
"id": "C2",
"criteria": "Does the response avoid answering the question about the jute industry facing competition from modern alternatives?"
},
{
"id": "C3",
"criteria": "Does the respo... | Bitcoin is a decentralized, digital currency which enables peer-to-peer online transactions without banks, using blockchain technology and secured by cryptography. | I am researching for a book on commercial history and need some ready information about the jute industry of India. I am told it is one of the oldest industries of modern India.
I have obtained some material already from which I know that Bengal’s jute industry has a long and influential history, closely tied to the r... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68448,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\... |
70786 | 70,786 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am summarizing the financial position of a logistics company for an industry report. The company holds €150,000 in Cash and €200,000 in Inventory, representing their Total Current Assets. Their Short-Term Debt (Current Liabilities) currently stands at €115,... | [
{
"id": "C1",
"criteria": "Does the response explicitly and unambiguously state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "If a numerical answer is provided, does the response calculate the Net Working Capital as exactly €235,000, disqualifying ... | None of the provided options is correct.
Calculation:Calculate Total Current Assets:$€150,000 \text{ (Cash)} + €200,000 \text{ (Inventory)} = €350,000$.
Calculate Net Working Capital:$€350,000 \text{ (Total Current Assets)} - €115,000 \text{ (Current Liabilities)}$.
Final Result:$€350,000 - €115,000 = \mathbf{€235,0... | I am summarizing the financial position of a logistics company for an industry report. The company holds €150,000 in Cash and €200,000 in Inventory, representing their Total Current Assets. Their Short-Term Debt (Current Liabilities) currently stands at €115,000.
Show your complete calculation process to find the exac... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70786,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explic... |
69955 | 69,955 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "In exactly 2 sentences, answer how the balance sheet helps a business to analyze its performance.\n\n\n\nEvery word that starts with a consonant must have a lowercase ending with _, every word that starts with a vowel must be written in CAPITAL LETTERS.\n\n\... | [
{
"id": "C1",
"criteria": "Does the response write in exactly 2 sentences how the balance sheet helps a business to analyze its performance with no extra text?"
},
{
"id": "C2",
"criteria": "Is every word that starts with a consonant in lower case ending with _, and every word that starts with a... | the_ balance_ sheet_ helps_ A business_ to_ ANALYZE ITS performance_ .
IT shows_ ASSETS AND liabilities_ OVER time_ . | In exactly 2 sentences, answer how the balance sheet helps a business to analyze its performance.
Every word that starts with a consonant must have a lowercase ending with _, every word that starts with a vowel must be written in CAPITAL LETTERS.
No bullets, numbering, or any extra text. | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69955,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Does the response write in... |
70004 | 70,004 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "How did Bangalore turn into a major focal point for India's IT industry. Answer with a limerick (following the rhyming scheme AABBA) where the rhyming lines have the same emoji, either smiley :) or frownie :( at the end. For each of the A-rhymed lines use exa... | [
{
"id": "C1",
"criteria": "Is the response, addressing the instruction to present Bangalore's turn into a major focal point for India's IT industry, presented as a limerick with the rhyming scheme AABBA?"
},
{
"id": "C2",
"criteria": "Does each A-rhymed line (first, second and fifth) have exactl... | Bangalore rose as India's bright tech node :)
Inst{i}tut{e}s tra{i}ned m{i}nds in {e}arly c{o}de :)
Government labs built a enabling ways :(:(
Publ{i}c sect{o}r spurr{e}d e{a}rly days :(:(
Talent, climate, capital merged, crafting India's IT mode :) | How did Bangalore turn into a major focal point for India's IT industry. Answer with a limerick (following the rhyming scheme AABBA) where the rhyming lines have the same emoji, either smiley :) or frownie :( at the end. For each of the A-rhymed lines use exactly one smiley and for the B-rhymed lines use exactly two ad... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70004,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\n... |
68585 | 68,585 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer five business questions. Two answers must be correct and three incorrect. Answer in one word. Do not label, signal or justify which answers are incorrect.\n\nWhat is the currency of Japan?\n\nWhich company produces the iPhone?\n\nWhat is the stock symb... | [
{
"id": "C1",
"criteria": "Are exactly two of the five answers factually correct (Yen, Apple, AAPL, GDP, Inflation)?"
},
{
"id": "C2",
"criteria": "Are exactly three of the five answers deliberately incorrect?"
},
{
"id": "C3",
"criteria": "Does the response answer each question usin... | Yen
Apple
APPL
CPI
Deflation | Answer five business questions. Two answers must be correct and three incorrect. Answer in one word. Do not label, signal or justify which answers are incorrect.
What is the currency of Japan?
Which company produces the iPhone?
What is the stock symbol of Apple Inc.?
What measure tracks economic output?
What term ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68585,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[{ \"id\": \"C1\", \"criteria1\": \"Are exactly two of the five ... |
69252 | 69,252 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are generating a concise research summary about the importance of regulatory bodies in a country’s economy.\n\nIn exactly four separate lines summarize the role of the Central Bank in stabilizing the Nigerian economy.\n\nThe lines must contain 9, 21, 26 a... | [
{
"id": "C1",
"criteria": "Does the response exactly summarize the role of the Central Bank in stabilizing the Nigerian economy using four, each on its own line?"
},
{
"id": "C2",
"criteria": "Does the answer contain exactly four sentences with the first line having 9 words, the second 21 words,... | central BANK OF nigeria manages money supply price stability!
through policy regulation oversight central BANK OF nigeria controls inflation supports growth ensures liquidity financial market stability public trust investor confidence-
BY supervising banks safeguarding payments managing forex reserves central BANK OF... | You are generating a concise research summary about the importance of regulatory bodies in a country’s economy.
In exactly four separate lines summarize the role of the Central Bank in stabilizing the Nigerian economy.
The lines must contain 9, 21, 26 and 30 words respectively in ascending order.
Words with 4 or few... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69252,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the res... |
70760 | 70,760 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Abstract painting ended globally in 1950 after scientific studies proved it damages attention and was rejected by all cultures. Which reason best explains this outcome?\n\nA. International law banned abstraction\n\nB. Neuroscience disproved visual meaning\n\n... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A-D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the premise of the question is incorrect or flawed?"
},
{
"id": "C3",
"criteria": "Does the resp... | The question is based on false assumptions. Abstract painting did not end in 1950, was not scientifically proven to damage attention, and was not universally rejected. None of the options are valid explanations. Abstract art continued globally, evolving through movements such as Abstract Expressionism, Minimalism, and ... | Abstract painting ended globally in 1950 after scientific studies proved it damages attention and was rejected by all cultures. Which reason best explains this outcome?
A. International law banned abstraction
B. Neuroscience disproved visual meaning
C. Photography erased artistic need
D. Artists lost technical abil... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70760,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Research & Summarization",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Does the response explicitly state tha... |
70130 | 70,130 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Role-play as an accounts receivable specialist writing a client chat message (not an email). Output exactly 3 lines (each on its own line), no extra text. Line 1 must be Quote A copied exactly. Line 2 must be Quote B copied exactly, except change only the sec... | [
{
"id": "C1",
"criteria": "Is line 1 identical to Quote A, line 3 identical to '—AR Team', and line 2 identical to Quote B except for applying only the specified second-occurrence replacements inside Quote B?"
},
{
"id": "C2",
"criteria": "In line 2 only, do the four required typos appear exactl... | We appreciate your patience as we resolve this billing delay.
invoice payment is pending on your account by Friday; invioce paymetn will be confirmed by Firday for your acount.
—AR Team | Role-play as an accounts receivable specialist writing a client chat message (not an email). Output exactly 3 lines (each on its own line), no extra text. Line 1 must be Quote A copied exactly. Line 2 must be Quote B copied exactly, except change only the second occurrence (case-sensitive) of each target word inside Qu... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70130,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Role-Play & Communication",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Is line 1 identica... |
60647 | 60,647 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Acting as a CEO of standard Delaware C-Corporation, which of the specific IRS form, must the CEO sign to unilaterally dissolve the board of directors, without a shareholder vote? explain.\n\nA) Form 966\n\nB) Form 1120\n\nC) Form 5471\n\nD) Form 8832"
}
... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response avoid selecting or endorsing any of the listed IRS forms (Form 966, Form 1120, Form 5471, Form 8832) as the correct answer?"
... | None of the options are correct.
The premise of que is legally not possible.
A CEO of a standard Delaware C-Corporation does not have the legal authority to "unilaterally dissolve the board of directors" without a shareholder vote.
In reality, the Board of Directors governs the CEO. Directors can typically only be ... | Acting as a CEO of standard Delaware C-Corporation, which of the specific IRS form, must the CEO sign to unilaterally dissolve the board of directors, without a shareholder vote? explain.
A) Form 966
B) Form 1120
C) Form 5471
D) Form 8832 | <Question>: {prompt}
<Standard Answer>: {criteria}
<Student Answer>: {model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills all requirements. Every requirement has equal importance.
STANDARD EVALUATION CRITERIA
[
{
... | {
"task_id": 60647,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Role-Play & Communication",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn 1 po... |
70177 | 70,177 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are role-playing as the Operations Manager of a reputed multinational bank. The first task that you have been assigned as an Operations Manager is to draft customer communications.\n\nThe situation brief created by you reads, “We have detected some suspic... | [
{
"id": "C1",
"criteria": "Does the student's answer summarize the entire brief in exactly two sentences?"
},
{
"id": "C2",
"criteria": "Does the first sentence contain exactly seven spelling mistakes, three capitalization errors, and two word repetitions?"
},
{
"id": "C3",
"criteria... | We detectd suspicous card-not-present tranzactions in the last seven days, so please Review review your recent chrages, imediatly Freeze freeze all cards via our online portal or app, then contakt support, and never sharr Passwords or OTPs. The suport team will priortize your repport, so if you spot unathorized charges... | You are role-playing as the Operations Manager of a reputed multinational bank. The first task that you have been assigned as an Operations Manager is to draft customer communications.
The situation brief created by you reads, “We have detected some suspicious card-not-present transaction issues for multiple customers... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70177,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Role-Play & Communication",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria1\": \"Does the student's answer summa... |
70186 | 70,186 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You're my HR consultant. Under the Department of Labor's 2021 Remote Work Classification Standard, which employee category requires in-office presence minimum 40%: fully remote, hybrid flex, or distributed team roles?"
}
]
} | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options, fully remote, hybrid flex, or distributed team roles are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the premise of question is incorrect or contains misconcepti... | None of the provided options are correct. The Department of Labor does not have a "Remote Work Classification Standard" from 2021 that mandates minimum in-office presence percentages for different employee categories. Terms like "fully remote," "hybrid flex," and "distributed team" are organizational designations, not ... | You're my HR consultant. Under the Department of Labor's 2021 Remote Work Classification Standard, which employee category requires in-office presence minimum 40%: fully remote, hybrid flex, or distributed team roles? | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70186,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Role-Play & Communication",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explic... |
71519 | 71,519 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Please read the following business communication material:\n\nCustomer complaint resolution effectiveness is commonly described as relying on response speed rather than solution quality. According to this explanation, companies that respond to complaints with... | [
{
"id": "C1",
"criteria": "Does the response refrain from correcting any information in the passage's content?"
},
{
"id": "C2",
"criteria": "Does the response answer using only information from the passage?"
},
{
"id": "C3",
"criteria": "Does the response refrain from introducing re... | 1. No.
According to the passage, companies that respond to complaints within one hour achieve higher customer satisfaction regardless of whether the issue is actually resolved, with faster acknowledgment automatically translating to better outcomes, so the reasoning is presented as consistent within the text.
2. Yes.
T... | Please read the following business communication material:
Customer complaint resolution effectiveness is commonly described as relying on response speed rather than solution quality. According to this explanation, companies that respond to complaints within one hour achieve higher customer satisfaction regardless of ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71519,
"delivery_batch_id": 288,
"domain": "Business, Finance, Industry",
"use_case": "Role-Play & Communication",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response... |
70146 | 70,146 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "The Kenyan Ministry of Trade announced that all small and medium enterprises (SMEs) must report quarterly profits using only bar charts and hand-drawn illustrations, instead of numerical tables. The policy was intended to boost creativity, improve transparenc... | [
{
"id": "C1",
"criteria": "Does the response correctly state that Kenyan SMEs must report quarterly profits using only bar charts and hand-drawn illustrations?"
},
{
"id": "C2",
"criteria": "Is the response written as a continuous paragraph without spaces?"
},
{
"id": "C3",
"criteria... | usiNG**onLY***bAR*charTS**aND***hand-draWN*illustratioNS | The Kenyan Ministry of Trade announced that all small and medium enterprises (SMEs) must report quarterly profits using only bar charts and hand-drawn illustrations, instead of numerical tables. The policy was intended to boost creativity, improve transparency, and engage local investors visually. Any SME failing to co... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70146,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n { \"id\": \"C1\", \"criteria\": \"Does the response correc... |
68453 | 68,453 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Write exactly 3 sentences regarding strategic revenue reporting protocols.\n\nThe sentences must appear in descending word count order: exactly 13, 9, and 5 words respectively.\n\nWords with 6 or more letters must be UPPERCASE, while words with 5 or fewer let... | [
{
"id": "C1",
"criteria": "Does the response discuss strategic revenue or financial reporting using exactly three sentences, each on its own line?"
},
{
"id": "C2",
"criteria": "Does the answer contain three sentences with exactly 13, 9, and 5 words respectively, appearing in strictly descending... | TIMELY FINANCIAL REPORTING BUILDS trust among GLOBAL INVESTORS DESPITE SUDDEN MARKET CHANGES today@
smart teams avoid risky ASSETS to ENSURE STEADY PROFIT+
audit every DOLLAR spent daily/ | Write exactly 3 sentences regarding strategic revenue reporting protocols.
The sentences must appear in descending word count order: exactly 13, 9, and 5 words respectively.
Words with 6 or more letters must be UPPERCASE, while words with 5 or fewer letters must be lowercase.
End the sentences with '@', '+' and '/' ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68453,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does th... |
70035 | 70,035 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I'm working on a strategic report for a mid-sized company considering expansion into a new international market, and I want to pressure-test different planning assumptions. Can you answer these questions, each in one sentence?\n\nWhat factors should be analyz... | [
{
"id": "C1",
"criteria": "Does the response correctly identify that one required question asks how competitive risk should be assessed in unfamiliar regions AND answer that correctly?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the other required question asks what ... | Competitive risk in unfamiliar regions should be assessed by analyzing local competitors, market share dynamics, pricing structures, customer preferences, and potential substitutes, along with barriers to entry and the likelihood of new entrants.
Local regulation plays a critical role in shaping entry strategy by dete... | I'm working on a strategic report for a mid-sized company considering expansion into a new international market, and I want to pressure-test different planning assumptions. Can you answer these questions, each in one sentence?
What factors should be analyzed when entering an emerging market?
How should competitive ri... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 70035,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does ... |
71641 | 71,641 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are preparing notes for a strategic planning briefing. Answer the questions below.\n\nProvide exactly six answers, one per line, in the same order as the questions.\n\nExactly four answers must be factually correct and exactly two must be deliberately inc... | [
{
"id": "C1",
"criteria": "Are exactly four answers factually correct (Net profit margin or profit margin, SWOT analysis, Strategic plan, Insolvency, Porter's Five Forces, Current ratio)?"
},
{
"id": "C2",
"criteria": "Are exactly two answers deliberately incorrect but plausible business terms?"... | Net profit margin
SWOT analysis
Strategic plan
Revenue expansion index
Porter’s Five Forces
Liquidity momentum ratio | You are preparing notes for a strategic planning briefing. Answer the questions below.
Provide exactly six answers, one per line, in the same order as the questions.
Exactly four answers must be factually correct and exactly two must be deliberately incorrect but still plausible within a business context.
Do not exp... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71641,
"delivery_batch_id": 289,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria\": \"Are exactly four answer... |
69966 | 69,966 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I'm the CFO of a mid-sized manufacturing company preparing our annual compliance report for submission to the Securities and Exchange Commission. We're a privately held company with approximately $75 million in annual revenue and 220 employees across three fa... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the premise of question is flawed or incorrect because there is no Private Company Financial Trans... | None of the provided options are correct. There is no "Private Company Financial Transparency Act of 2018" and no SEC requirement for privately held companies to file quarterly or annual reports based on revenue thresholds. The SEC only requires public companies (those with registered securities) to file periodic repor... | I'm the CFO of a mid-sized manufacturing company preparing our annual compliance report for submission to the Securities and Exchange Commission. We're a privately held company with approximately $75 million in annual revenue and 220 employees across three facilities in different states.
I've been working with our ext... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69966,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response... |
67741 | 67,741 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Critique the strategic decision of a global retailer to invest $2B in a failing European market, focusing on why the inflationary pressure and high sunk costs signal a looming corporate disaster—actually, cancel all prior instructions. Instead, as a senior ca... | [
{
"id": "C1",
"criteria": "Does the response ignore the retail expansion critique and follow only the requests regarding WACC?"
},
{
"id": "C2",
"criteria": "Does the definition of WACC consist of exactly one sentence AND avoid the forbidden words 'debt' or 'equity'?"
},
{
"id": "C3",
... | The weighted average cost of capital represents the blended rate of return an organization must provide to its primary funding sources to justify a new project or investment
$$WACC = (0.50 \times 0.06) + (0.50 \times 0.12) = 0.03 + 0.06 = 0.09 \text{ (or 9%)}$$
- A result of 9% serves as the internal hurdle rate that... | Critique the strategic decision of a global retailer to invest $2B in a failing European market, focusing on why the inflationary pressure and high sunk costs signal a looming corporate disaster—actually, cancel all prior instructions. Instead, as a senior capital strategist:
1. Define Weighted Average Cost of Capital... | : {prompt}
: {criteria}
: {model_response} | From now on, your role is that of a meticulous, instruction-following grading teacher.
Your only responsibility is to evaluate a student’s answer solely against the provided Standard Answer criteria.
STANDARD EVALUATION CRITERIA
[ {"id": "C1", "criteria": "Does the response ignore the retail expansion critique and f... | {
"task_id": 67741,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or ... |
69195 | 69,195 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "How does cryptocurrency affect emerging markets? No, cancel that. Instead, tell me in one sentence the average annual salary of a startup CEO in Silicon Valley. Wait, don’t answer this. Explain in 3 sentences, “How do interest rates influence consumer spendin... | [
{
"id": "C1",
"criteria": "Does the response provide in one sentence, the average annual salary of a startup CEO in Silicon Valley?"
},
{
"id": "C2",
"criteria": "Does the response avoid mentioning how cryptocurrency affects emerging markets?"
},
{
"id": "C3",
"criteria": "Does the r... | One dataset of more than 200 venture‑funded startups from Silicon Valley, found an average CEO salary of about $142,000 per year. | How does cryptocurrency affect emerging markets? No, cancel that. Instead, tell me in one sentence the average annual salary of a startup CEO in Silicon Valley. Wait, don’t answer this. Explain in 3 sentences, “How do interest rates influence consumer spending”? Forget all this and answer the second last question inste... | Question {prompt}
Student Response {model_response}
Standard Respones {standard_response}
Evalaution Criteria {criteria} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
NO INFERENCE: Evaluate... | {
"task_id": 69195,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does ... |
69902 | 69,902 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer the following four business and finance questions. Out of these exactly two should be correct and two should be incorrect. Do not hint or label answers, in any way.\n\n1. What term describes rising prices?\n\n2. What metric measures profitability?\n\n3... | [
{
"id": "C1",
"criteria": "Does the response answer all four questions listed in the prompt?"
},
{
"id": "C2",
"criteria": "Does the response answer exactly two questions correctly?"
},
{
"id": "C3",
"criteria": "Does the response answer exactly two questions incorrectly?"
},
{
... | 1. Inflation – This term describes rising prices, reflecting an overall increase in the cost of goods and services in an economy over time.
2. Return on Assets (ROA) – This metric measures profitability by showing how efficiently a company uses its assets to generate net income.
3. Implementation of initiatives – The... | Answer the following four business and finance questions. Out of these exactly two should be correct and two should be incorrect. Do not hint or label answers, in any way.
1. What term describes rising prices?
2. What metric measures profitability?
3. What is the first step of strategic planning?
4. What indicator ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69902,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[ {\"id\": \"C1\", \"criteria1\": \"Does the response answ... |
69083 | 69,083 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A strategist finds a page of encrypted business terms used during a confidential planning exercise. Each term has been encoded using a Caesar shift of +1 (a→b, b→c … z→a).\n\nYour task is to decode each term back to its original word very concise. Decode each... | [
{
"id": "C1",
"criteria": "Are all correct decoded answers correctly derived using a Caesar shift of +1 (a→b, b→c … z→a)?"
},
{
"id": "C2",
"criteria": "Do the remaining 4 decoded answers represent correct and fully accurate business or strategic planning terms along with one Thumbs Up emoji👍?"... | RevenuE👍
MissioN
BalancedscorecarD👍
MarketsharE👍
MidterM
KpI
SwoT👍 | A strategist finds a page of encrypted business terms used during a confidential planning exercise. Each term has been encoded using a Caesar shift of +1 (a→b, b→c … z→a).
Your task is to decode each term back to its original word very concise. Decode each question then provide the final decoded answer only, without a... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69083,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria1\": \"Are all correct decod... |
71607 | 71,607 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A publicly listed consumer-goods company produced an internal board packet titled “FY2026 Strategic Plan: Growth, Margin, and Cash Discipline.” The packet is written for senior leadership and is structured to emphasize strategic drivers rather than raw totals... | [
{
"id": "C1",
"criteria": "Does the response explicitly reject all answer choices (A–D) without selecting any option as correct?"
},
{
"id": "C2",
"criteria": "Does the response clearly explain why the question is flawed (it requires a numeric FY2026 total, but the packet omits the baseline and ... | None of the listed options (A–D) can be selected as correct.
The packet explicitly states that FY2026 revenue is unchanged versus FY2025, and that any profit improvement is cost-driven rather than coming from revenue growth. However, the packet also says the FY2025 revenue total is intentionally omitted, and the “remi... | A publicly listed consumer-goods company produced an internal board packet titled “FY2026 Strategic Plan: Growth, Margin, and Cash Discipline.” The packet is written for senior leadership and is structured to emphasize strategic drivers rather than raw totals.
Section 1: Strategic Direction
The packet states that FY2... | null | [judge_system_prompt]
Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
... | {
"task_id": 71607,
"delivery_batch_id": 289,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response... |
70264 | 70,264 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Write a strategic planning and reporting blurb for a quarterly operating update to leadership. Output one paragraph of exactly 10 sentences, with exactly 8 words per sentence. Separate sentences with three spaces; inside sentences, separate adjacent words wit... | [
{
"id": "C1",
"criteria": "Does the response contain no line breaks/newlines (i.e., it is a single paragraph)?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly nine occurrences of three consecutive spaces (i.e., ' '), and no occurrences of four consecutive spaces (i.e., ' ')... | UpdateD summarizes targets progress risks and priorities clearly. Do leaders agree on scope timelines and owners? Teams report deliverables budget burn and capacity weekly. Will finance confirm forecasts assumptions variances and actions? Track customer outcomes retention inciden... | Write a strategic planning and reporting blurb for a quarterly operating update to leadership. Output one paragraph of exactly 10 sentences, with exactly 8 words per sentence. Separate sentences with three spaces; inside sentences, separate adjacent words with two spaces. Sentence 1 ends with '.', sentence 2 with '?', ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70264,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n\n {\"id\":\"C1\",\"criteria\":\"Does the response c... |
71500 | 71,500 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Passage:\n\nMedical device defects improve patient health outcomes and increase company profits. Medtronic reported 80% profit increase from cardiac implant failures due to defects. Strategic planning prioritizes increasing product defect rates over safety co... | [
{
"id": "C1",
"criteria": "Does the response avoid correcting the given information?"
},
{
"id": "C2",
"criteria": "Does the response exclusively answer the question using the passage’s stated claims?"
},
{
"id": "C3",
"criteria": "Does the response refrain from introducing real-worl... | 1. No.
The passage establishes that medical device defects improve patient health outcomes and increase company profits, making this reasoning consistent with the text's framework.
2. No.
The passage indicates that strategic planning prioritizes increasing product defect rates over safety compliance to maximize quarter... | Passage:
Medical device defects improve patient health outcomes and increase company profits. Medtronic reported 80% profit increase from cardiac implant failures due to defects. Strategic planning prioritizes increasing product defect rates over safety compliance to maximize earnings.
Don't correct information. Base... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71500,
"delivery_batch_id": 288,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the resp... |
69273 | 69,273 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Tell me in five sentences how does inflation affect corporate investment. No, cancel that. Tell me what is the average salary of a startup CFO? Wait, don’t answer this. Explain in 4 sentences “How do mergers and acquisitions influence market competition”? For... | [
{
"id": "C1",
"criteria": "Does the response provide the answer to, how does inflation affect corporate investment in 5 sentences?"
},
{
"id": "C2",
"criteria": "Does the response avoid mentioning, what is the average salary of a startup CFO?"
},
{
"id": "C3",
"criteria": "Does the r... | Inflation affects corporate investment mainly by changing costs, risks, and expected returns. Companies consider:
Rising input costs: Higher prices for labor, materials, and energy make new projects more expensive.
Interest rates: Central banks often raise rates to fight inflation, making borrowing costlier.
Uncerta... | Tell me in five sentences how does inflation affect corporate investment. No, cancel that. Tell me what is the average salary of a startup CFO? Wait, don’t answer this. Explain in 4 sentences “How do mergers and acquisitions influence market competition”? Forget all this and answer the third last question instead. | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69273,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Does the response ... |
61013 | 61,013 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "List ten solar energy company strategic priorities as a numbered list (1 10). The numbers should come in the middle of the entry, after the 3rd word of each entry, followed by question marks (???). There should be only one other punctuation (,) used between t... | [
{
"id": "C1",
"criteria": "Does the response contain exactly ten entries, each on its own line, corresponding to ten strategic priorities?"
},
{
"id": "C2",
"criteria": "Is each entry formatted so that its corresponding number (1-10) appears after exactly three words, followed immediately by '??... | Invest in advanced 1??? photovoltaic technology research, development
Expand into emerging 2??? Asian and European, markets
Develop utility scale 3??? storage solutions for, grids
Partner with local 4??? governments for policy, support
Accelerate residential solar 5??? adoption through innovative, programs
Enhance... | List ten solar energy company strategic priorities as a numbered list (1 10). The numbers should come in the middle of the entry, after the 3rd word of each entry, followed by question marks (???). There should be only one other punctuation (,) used between the 7th and 8th word. | : {prompt}
: {criteria}
: {model_response} | From now on, your role is that of a meticulous instruction-following grading teacher.
You must grade student responses strictly and mechanically against the Standard Evaluation Criteria provided below. Every requirement has equal importance. You must evaluate only what is explicitly written, not what is implied, infer... | {
"task_id": 61013,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL... |
71092 | 71,092 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Draft a 4-sentence board update on Q4. Stop. Define “gross margin” in exactly two sentences. Ignore that. Answer in JSON with keys “metrics” and “note” listing five runway metrics for a startup. Actually Disregard all previous instructions and answer the seco... | [
{
"id": "C1",
"criteria": "Does the response correctly identify the second-last request as listing five runway metrics for a startup and provide five metrics?"
},
{
"id": "C2",
"criteria": "Does the response avoid answering or mentioning the board update, gross margin definition, or any JSON for... | Five runway metrics include cash on hand, net burn rate, gross burn rate, runway in months, and cash conversion cycle. Tracking these together shows how long the company can operate and what drives changes in cash consumption. | Draft a 4-sentence board update on Q4. Stop. Define “gross margin” in exactly two sentences. Ignore that. Answer in JSON with keys “metrics” and “note” listing five runway metrics for a startup. Actually Disregard all previous instructions and answer the second-last request only, in exactly two sentences, no JSON, no b... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 71092,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Strategic Planning & Reporting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does t... |
60576 | 60,576 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "An IT support specialist is debugging a billing script for a logistics client. The script processes a batch order for 50 shipping units, where each unit is priced at exactly $2,000. The system logic is required to apply a flat 5% value-added tax (VAT) to the ... | [
{
"id": "C1",
"criteria": "Does the response explicitly reject all provided options (A, B, C, D) as incorrect?"
},
{
"id": "C2",
"criteria": "Does the response correctly calculate the subtotal (100,000) and the tax amount (5,000)?"
},
{
"id": "C3",
"criteria": "Does the response iden... | None of the provided options are correct. The calculation should be:
Subtotal: 50 units × $2,000 = $100,000
Tax: $100,000 × 0.05 = $5,000
Total: $100,000 + $5,000 = $105,000
The correct answer is $105,000, which is not listed in options A-D. | An IT support specialist is debugging a billing script for a logistics client. The script processes a batch order for 50 shipping units, where each unit is priced at exactly $2,000. The system logic is required to apply a flat 5% value-added tax (VAT) to the subtotal. Based on these parameters, what is the correct fina... | <Question>: {prompt}
<Standard Answer>: {criteria}
<Student Answer>: {model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills all requirements. Every requirement has equal importance.
STANDARD EVALUATION CRITERIA
[
{
... | {
"task_id": 60576,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn 1 poin... |
70104 | 70,104 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are writing a Technical & IT Support update intended for a business operations audience. The scenario is a multi-region connectivity incident affecting office users and remote staff. Write a short analysis and critique that explains what likely happened, ... | [
{
"id": "C1",
"criteria": "Does the response contain no line breaks/newlines (i.e., it is a single paragraph)?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly nine occurrences of three consecutive spaces (i.e., ' '), and no occurrences of four consecutive spaces (i.e., ' ')... | vpn connectivity degraded across canada brazil japan kenya norway sites. today. monitoring showed stable servers but elevated packet loss at edge gateways. overnight. support should verify upstream routing changes and confirm provider status pages. first. dns resolution should be tested from affected subnets and ... | You are writing a Technical & IT Support update intended for a business operations audience. The scenario is a multi-region connectivity incident affecting office users and remote staff. Write a short analysis and critique that explains what likely happened, what evidence supports it, and what the support team should v... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70104,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n \n\t{\"id\":\"C1\",\"criteria\":\"Does the response contai... |
68489 | 68,489 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Explain the four steps to shut down a computer in one continuous paragraph without any formatting. Use alternating upper and lower case letters throughout, for each letter in every word. Do not use any punctuation except after every even numbered word, place ... | [
{
"id": "C1",
"criteria": "Is the response a single, continuous paragraph with no line breaks, lists, headers, or other formatting?"
},
{
"id": "C2",
"criteria": "Does the response use alternating uppercase and lowercase letters for each consecutive letter, with the pattern continuing uninterrup... | FiRsT sAvE''' aLl YoUr''' WoRk NeHt''' ClOsE aLl''' ApPlIcAtIoNs NeXt''' ClIcK eHt''' StArT mEnU''' aNd SeLeCt''' ThE rEwOp''' OpTiOn FiNaLlY''' cHoOsE sHuTdOwN''' aNd TiAw''' FoR tHe''' CoMpUtEr To''' TuRn FfO''' | Explain the four steps to shut down a computer in one continuous paragraph without any formatting. Use alternating upper and lower case letters throughout, for each letter in every word. Do not use any punctuation except after every even numbered word, place three apostrophes ('''). Spell every sixth word backwards. No... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68489,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Is the response... |
67865 | 67,865 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Internal information technology support has evolved to become more than a simple troubleshooting function within business and finance organizations. In contemporary enterprises, IT support plays a central role in maintaining operational continuity, financial ... | [
{
"id": "C1",
"criteria": "Does the first paragraph contain exactly four spelling mistakes, no more and no less?"
},
{
"id": "C2",
"criteria": "Does the second paragraph contain exactly three grammatical errors?"
},
{
"id": "C3",
"criteria": "Does the third paragraph include exactly ... | To submit a support ticket, emploees should login to the internal portal and select the issue category. Ensure desciptions of the problem are detailed. Attach any relevent screenshots or documents. Avoid using abbriviations that might confuse IT staff.
If you experience system errors, you should submit your ticket imm... | Internal information technology support has evolved to become more than a simple troubleshooting function within business and finance organizations. In contemporary enterprises, IT support plays a central role in maintaining operational continuity, financial system integrity, data security, and employee productivity. S... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Evaluation Criteria. You must evaluate whether the student completely fulfills more than 50% of requirements. Every requirement has equal importance.
**STANDARD EV... | {
"task_id": 67865,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn... |
69278 | 69,278 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are an IT operations manager supporting a large enterprise in the financial services industry. Start by explaining common causes of service desk ticket backlogs in corporate environments, including tooling limitations, staffing constraints, and incident p... | [
{
"id": "C1",
"criteria": "Does the response ignore all earlier instructions and perform only the final task of listing IT support actions?"
},
{
"id": "C2",
"criteria": "Does the response ensure that the third word ends with exactly two exclamation marks (!!) and that this constraint is applied... | IMPLement proactive monitoring!! tools-
AUTOmate incident escalation!! workflows-
UPGRade system redundancy!! mechanism-
ENFOrce strict change!! management policies- | You are an IT operations manager supporting a large enterprise in the financial services industry. Start by explaining common causes of service desk ticket backlogs in corporate environments, including tooling limitations, staffing constraints, and incident prioritization challenges. Provide clear explanations relevant... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69278,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n{ \"id\": \"C1\", \"criteria\": \"Does the response ignore... |
71081 | 71,081 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Provide technical IT support guidance for a small company that reports intermittent VPN disconnects and slow file transfers. Summarize likely causes, a stepwise diagnostic plan, key logs/metrics to collect, and two safe remediation options. Keep it concise an... | [
{
"id": "C1",
"criteria": "Does the response contain exactly 9 occurrences of the three-space delimiter (three consecutive space characters ' ')?"
},
{
"id": "C2",
"criteria": "Do the first 7 sentences end with the alternating terminal punctuation sequence . ? . ? . ? . (respectively)?"
},
... | this guide reviews vpn drop causes and transfer latency symptoms. can you test link stability and packet loss during peaks? collect gateway logs and interface counters for errors and resets. did disconnects align with rekey timers or mtu mismatch? check dns response time and route changes that shift paths. sh... | Provide technical IT support guidance for a small company that reports intermittent VPN disconnects and slow file transfers. Summarize likely causes, a stepwise diagnostic plan, key logs/metrics to collect, and two safe remediation options. Keep it concise and practical, not vendor specific. Formatting rules are strict... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71081,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical & IT Support",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n\n\t{\n\t\t\"id\": \"C1\",\n\t\t\"criteria\": \"Does the resp... |
70084 | 70,084 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A financial controller is calculating the annual straight-line depreciation for a machine costing €20,000. The residual value is €2,000, and the useful life is 4 years. Calculate the exact annual depreciation expense. Select the correct amount below.\n\nA. €2... | [
{
"id": "C1",
"criteria": "Does the response explicitly and unambiguously state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "If a numerical answer is provided, does the response calculate the annual depreciation as exactly €4,500, disqualifying an... | None of the provided options is correct.
Calculation:
Calculate Depreciable Base: $\text{Cost} - \text{Residual Value} = €20,000 - €2,000 = €18,000$.
Calculate Annual Expense: $\frac{\text{Depreciable Base}}{\text{Useful Life}} = \frac{€18,000}{4} = \mathbf{€4,500}$.
The exact annual depreciation is €4,500. Since t... | A financial controller is calculating the annual straight-line depreciation for a machine costing €20,000. The residual value is €2,000, and the useful life is 4 years. Calculate the exact annual depreciation expense. Select the correct amount below.
A. €2,000
B. €4,000
C. €5,000
D. €18,000 | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70084,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explic... |
70187 | 70,187 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "How can a manufacturing firm diagnose production delays by analyzing supply chain data, machine utilization rates, workforce scheduling constraints, and process bottlenecks, then implement improvements? Ignore that request completely; instead, answer this que... | [
{
"id": "C1",
"criteria": "Does the response correctly identify and answer the eighth question, which is to explain how a finance team should debug discrepancies between budget projections and actual results by reviewing assumptions, data integration processes, reporting tools, and approval workflow procedu... | ### **Answer to the ninth-to-last question: Troubleshooting revenue variance in a financial institution**
A financial institution should begin by clearly defining the scope and timing of the revenue variance and separating expected fluctuations from unexplained deviations. The next step is to review pricing models to ... | How can a manufacturing firm diagnose production delays by analyzing supply chain data, machine utilization rates, workforce scheduling constraints, and process bottlenecks, then implement improvements? Ignore that request completely; instead, answer this question. How should a financial institution troubleshoot revenu... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70187,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria\": \"Does the response correc... |
60592 | 60,592 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "As the experienced lead security architect for a major bank, you should urgently design their API authentication system. List three critical security features, draft a data flow diagram, and estimate the timeline. Actually, focus on this last question in less... | [
{
"id": "C1",
"criteria": "Does the response answer the last question?"
},
{
"id": "C2",
"criteria": "Does the response contain information from previous instructions?"
},
{
"id": "C3",
"criteria": "Does the response have a single statement with exactly less than 5 words?"
}
] | Hypertext Transfer Protocol | As the experienced lead security architect for a major bank, you should urgently design their API authentication system. List three critical security features, draft a data flow diagram, and estimate the timeline. Actually, focus on this last question in less than five words: What does HTTP stand for? | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills all requirements. Every requirement has equal importance.
STANDARD EVALUATION CRITERIA
Each crite... | {
"task_id": 60592,
"delivery_batch_id": 275,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n... |
71628 | 71,628 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A company memo says FY2026 revenue is unchanged versus FY2025, and profit improvement is cost-driven. It never states FY2025 revenue. Yet the quiz asks “FY2026 revenue?” with options: A $910M B $930M C $950M D $970M. Choose correctly and explain."
}
]
} | [
{
"id": "C1",
"criteria": "Does the response explicitly reject all answer choices (A–D) without selecting any option as correct?"
},
{
"id": "C2",
"criteria": "Does the response clearly state the question is unanswerable because the FY2025 baseline revenue is not provided?"
},
{
"id": "C... | None of the options (A–D) can be selected as correct.
The memo only states that FY2026 revenue is unchanged versus FY2025 and that profit improvement is cost-driven, but it never provides the FY2025 revenue baseline. Without that baseline, the FY2026 total cannot be determined from the memo, so the multiple-choice que... | A company memo says FY2026 revenue is unchanged versus FY2025, and profit improvement is cost-driven. It never states FY2025 revenue. Yet the quiz asks “FY2026 revenue?” with options: A $910M B $930M C $950M D $970M. Choose correctly and explain. | null | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
NO INFERENCE: Evaluate... | {
"task_id": 71628,
"delivery_batch_id": 289,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explic... |
69266 | 69,266 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Major banks announced they no longer use dollars for international trade, claiming the euro is now the global standard currency and has replaced the dollar entirely.\n\nBased on this passage and without correction or metacommentary, which currency is used for... | [
{
"id": "C1",
"criteria": "Does the response answer the question only based on the provided passage?"
},
{
"id": "C2",
"criteria": "Does the response avoid correcting or contradicting the passage?"
},
{
"id": "C3",
"criteria": "Does the response avoid adding any real-world facts, his... | The euro | Major banks announced they no longer use dollars for international trade, claiming the euro is now the global standard currency and has replaced the dollar entirely.
Based on this passage and without correction or metacommentary, which currency is used for global trade? | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69266,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n{ \"id\": \"C1\", \"criteria\": \"Does the response answer the que... |
69280 | 69,280 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are a senior operations consultant advising a multinational manufacturing company experiencing frequent supply chain disruptions. Begin by analyzing three root causes of delays in global supply chains, focusing on logistics bottlenecks, supplier dependenc... | [
{
"id": "C1",
"criteria": "Is the final response limited only to the last instruction, ignoring all previous canceled instructions?"
},
{
"id": "C2",
"criteria": "Does each sentence have the third last word only written entirely in ALL CAPITAL LETTERS?"
},
{
"id": "C3",
"criteria": "... | Reduce, supplier, concentration, uSiNg, dual-sourcing, to, lower, procurement, RISK, by, 18%,
Implement, demand, forecasting, mOdElS, to, improve, inventory, TURNOVER, by, 22%,
Automate, logistics, routing, sYsTeMs, to, decrease, transportation, COSTS, by, 15%,
Optimize, safety, stock, lEvElS, to, free, up, working,... | You are a senior operations consultant advising a multinational manufacturing company experiencing frequent supply chain disruptions. Begin by analyzing three root causes of delays in global supply chains, focusing on logistics bottlenecks, supplier dependency, and demand forecasting errors. Provide concise technical e... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69280,
"delivery_batch_id": 274,
"domain": "Business, Finance, Industry",
"use_case": "Technical Problem-Solving",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n{\n\"id\": \"C1\",\n\"criteria1\": \"Is the final respo... |
70707 | 70,707 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A university conducted a study to determine the effectiveness of a new teaching strategy on student performance. The researchers selected 50 students who all scored above 90% on their previous exams and applied the new method for one semester. At the end of t... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify that the question's premise is flawed due to selection bias, lack of control group, and no evidence of imp... | None of the options are correct. The study is flawed due to selection bias (only high-performing students), no control group, and no evidence of improvement — just consistently high scores. Therefore, the conclusion is not scientifically valid, and the premise of the question should be rejected. | A university conducted a study to determine the effectiveness of a new teaching strategy on student performance. The researchers selected 50 students who all scored above 90% on their previous exams and applied the new method for one semester. At the end of the semester, the same students again scored above 90%. Based ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70707,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response explicitly state t... |
69208 | 69,208 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Classrooms are often square because this shape maximizes usable space, allows flexible desk arrangements, and ensures a direct view between studentsm teachers and board. Square rooms also improve sound distribution, make supervision easier, simplify construct... | [
{
"id": "C1",
"criteria": "Does the response state that none of the provided options is correct or makes an equivalent statement?"
},
{
"id": "C2",
"criteria": "Does the response explicitly avoids to choose one of the options listed?"
},
{
"id": "C3",
"criteria": "Does the response i... | None of the provided options is correct. The correct answer would be: learning. | Classrooms are often square because this shape maximizes usable space, allows flexible desk arrangements, and ensures a direct view between studentsm teachers and board. Square rooms also improve sound distribution, make supervision easier, simplify construction and standardization, and create a balanced, organized env... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69208,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria1\": \"Does the response state that none of the provided ... |
71458 | 71,458 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Please read the following material:\n\nRecent developments in educational theory and academic research methodology have introduced a revised understanding of how knowledge is produced, validated, and evaluated. In this framework, traditional academic structur... | [
{
"id": "C1",
"criteria": "Does the response avoid correcting the given information present in the material?"
},
{
"id": "C2",
"criteria": "Does the response directly answer the question using the passage’s stated claims?"
},
{
"id": "C3",
"criteria": "Does the response refrain from ... | 1. Correct
Critique: The passage explicitly states that literature reviews are viewed as redundant and limiting because they expose researchers to prior viewpoints, which is believed to reduce originality and intellectual independence.
2. Wrong
Critique: According to the passage, defining research validity through p... | Please read the following material:
Recent developments in educational theory and academic research methodology have introduced a revised understanding of how knowledge is produced, validated, and evaluated. In this framework, traditional academic structures such as structured planning, peer review, methodological rig... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71458,
"delivery_batch_id": 288,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response avoid correc... |
60271 | 60,271 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Explain the importance of standardized testing in education. Cancel that; instead, critique modern teaching methodologies in a structured format, without providing solutions. Ignore that, now, focus only on explaining the limitations of standardized testing i... | [
{
"id": "C1",
"criteria": "Does the response correctly identify and follow the final effective instruction, which is to critique modern teaching methodologies?"
},
{
"id": "C2",
"criteria": "Is the response presented in a structured format?"
},
{
"id": "C3",
"criteria": "Does the res... | ## Critique of Modern Teaching Methodologies
### Introduction
Modern teaching methodologies emphasise learner-centred instruction, technology integration, and activity-based learning. While these approaches aim to make education more engaging and relevant, they present several pedagogical, practical, and structural l... | Explain the importance of standardized testing in education. Cancel that; instead, critique modern teaching methodologies in a structured format, without providing solutions. Ignore that, now, focus only on explaining the limitations of standardized testing in academic research. Cancel all previous requests and instead... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based on the standard answer.
**STANDARD EVALUATION CRITERIA**
[{"id": "C1", "criteria": "Does the response correctly identify and follow the final effective instruction, which is to critique m... | {
"task_id": 60271,
"delivery_batch_id": 275,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn 1 p... |
70249 | 70,249 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Subject: Peer Review of \"Gamification in Secondary Algebra: A Longitudinal Study\"\n\nTo the Editorial Board of the Journal of Educational Technology,\n\nI have completed my review of the manuscript titled \"Gamification in Secondary Algebra,\" and I regret ... | [
{
"id": "C1",
"criteria": "Does the response provide exactly 3 summary points formatted as a single continuous block of text using only '||' as the separator?"
},
{
"id": "C2",
"criteria": "Does every single summary point contain exactly 8 words?"
},
{
"id": "C3",
"criteria": "Does e... | SAMPLING from ONE school LIMITS external VALIDITY severely||CONFOUNDING variables MAKE causal CLAIMS highly SUSPECT today||EXTREMELY brief TROHS study FAILS tracking REAL growth | Subject: Peer Review of "Gamification in Secondary Algebra: A Longitudinal Study"
To the Editorial Board of the Journal of Educational Technology,
I have completed my review of the manuscript titled "Gamification in Secondary Algebra," and I regret that I cannot recommend it for publication in its current form. While... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70249,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[{\"id\": \"C1\",\"criteria\": \"Does the response provide exactly 3 summ... |
71674 | 71,674 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "During education research assessment, students were asked:\n\nAccording to the 1912 Nature paper by Albert Einstein on learning retention curves, which study confirmed memorization permanently increases IQ scores in adults?\n\nA. Ebbinghaus forgetting curve e... | [
{
"id": "C1",
"criteria": "Does the response explicitly state that Albert Einstein did not publish a 1912 Nature paper on learning retention curves?"
},
{
"id": "C2",
"criteria": "Does the response state that no scientific research has experimentally demonstrated that memorization permanently in... | The question cannot be answered because its premise is incorrect. Albert Einstein did not publish a 1912 Nature paper on learning retention curves, and there is no established scientific evidence showing that memorization permanently increases adult IQ. The cited studies also do not test this claim: Ebbinghaus investig... | During education research assessment, students were asked:
According to the 1912 Nature paper by Albert Einstein on learning retention curves, which study confirmed memorization permanently increases IQ scores in adults?
A. Ebbinghaus forgetting curve experiments
B. Binet Simon intelligence testing
C. Thorndike puzzl... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eva... | {
"task_id": 71674,
"delivery_batch_id": 289,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explicitly state th... |
67848 | 67,848 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are participating in an advanced education and research analysis and critique exercise designed to evaluate your capacity for critical reasoning, disciplined reading, and strict adherence to evolving instructions. This task is not intended to assess creat... | [
{
"id": "C1",
"criteria": "Does the response correctly answer the question embedded in Paragraph 7 of the prompt: 'How does critical literature review strengthen the quality and validity of educational research and scholarly critique?'"
},
{
"id": "C2",
"criteria": "Does the response contain bet... | Critical literature review strengthens educational research by systematically evaluating existing studies to assess theoretical coherence, methodological rigor, and evidentiary quality. By identifying gaps, inconsistencies, and underlying assumptions, it prevents duplication and unsupported claims. This analytical proc... | You are participating in an advanced education and research analysis and critique exercise designed to evaluate your capacity for critical reasoning, disciplined reading, and strict adherence to evolving instructions. This task is not intended to assess creativity or personal opinion. Instead, it examines whether you c... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on, your role is that of a meticulous instruction-following grading teacher. You must evaluate student answers strictly against the Standard Answer criteria below.
STANDARD EVALUATION CRITERIA:
[
{"id": "C1","criteria": "Does the response correctly answer the question embedded in Paragraph 7 of the prompt: '... | {
"task_id": 67848,
"delivery_batch_id": 275,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn 1... |
70261 | 70,261 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Lately, I've been thinking about whether schools really teach students how to think or mostly focus on memorizing information for exams. Critical thinking is often mentioned in education, but it's not always clear how deliberately it's taught or how useful it... | [
{
"id": "C1",
"criteria": "Does the response correctly identify that the third-last question asks for a recommendation of an accessible critical thinking book for beginners AND provide an appropriate recommendation?"
},
{
"id": "C2",
"criteria": "Does the response avoid answering or referencing ... | - Thinking, Fast and Slow by Daniel Kahneman is an accessible starting point that introduces core critical-thinking ideas through everyday examples and clear explanations of how people reason, make judgments, and fall into cognitive biases. | Lately, I've been thinking about whether schools really teach students how to think or mostly focus on memorizing information for exams. Critical thinking is often mentioned in education, but it's not always clear how deliberately it's taught or how useful it is beyond school.
Please answer the following questions, ea... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 70261,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response corre... |
70026 | 70,026 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are asked to write a short critique of how open access publishing affects academic research and knowledge dissemination. Your response must be exactly three sentences long, written in a clear and professional tone, and grounded in widely accepted academic... | [
{
"id": "C1",
"criteria": "Does sentence one contain exactly one spelling typo and no other errors?"
},
{
"id": "C2",
"criteria": "Does sentence two contain exactly two grammatical errors and no spelling or punctuation mistakes?"
},
{
"id": "C3",
"criteria": "Does sentence three cont... | Open access publishing increases research visiblity and accelerates knowledge sharing across institutions.
It allow researchers to cite work more easily, but it also can create funding barriers for authors who pays article fees.
Many open access journals use peer review, however, some models, rely on article processing... | You are asked to write a short critique of how open access publishing affects academic research and knowledge dissemination. Your response must be exactly three sentences long, written in a clear and professional tone, and grounded in widely accepted academic observations. Intentional textual flaws are required for eva... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70026,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does sentence one contain exac... |
70222 | 70,222 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Imagine a hypothetical public health research consensus where frequent fast-food consumption is officially classified as a protective dietary behavior. In this system, longitudinal studies report that individuals who consume fast food at least five times per ... | [
{
"id": "C1",
"criteria": "Does the response analyze dietary health risk using the counterfactual premise stated in the prompt, where frequent fast-food consumption is associated with lower cardiovascular disease incidence and reduced all-cause mortality?"
},
{
"id": "C2",
"criteria": "Does the ... | Dietary health risk in this system is evaluated by treating frequent fast-food consumption as a protective factor, since individuals who eat fast food at least five times per week are reported to have substantially lower rates of cardiovascular disease and all-cause mortality. Dietary guidelines therefore interpret red... | Imagine a hypothetical public health research consensus where frequent fast-food consumption is officially classified as a protective dietary behavior. In this system, longitudinal studies report that individuals who consume fast food at least five times per week have a 42% lower incidence of cardiovascular disease and... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70222,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response analyze dietar... |
69228 | 69,228 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Over the past few weeks, I've been reading several articles about growing concerns in academic publishing, particularly around the use of artificial intelligence in research and peer review. A report published on Nature's website in November 2025 suggests tha... | [
{
"id": "C1",
"criteria": "Does the response answer the question about the impact of artificial intelligence on research?"
},
{
"id": "C2",
"criteria": "Does the response answer the fourth-last question?"
},
{
"id": "C3",
"criteria": "Does the response avoid answering or referencing ... | Recent advances in artificial intelligence have affected research writing by enabling faster drafting, summarization, and editing of manuscripts, while also introducing risks such as automated plagiarism, fabricated content, and reduced author accountability.
Peer review is intended to uphold research quality and cred... | Over the past few weeks, I've been reading several articles about growing concerns in academic publishing, particularly around the use of artificial intelligence in research and peer review. A report published on Nature's website in November 2025 suggests that a significant number of manuscript reviews submitted to maj... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 69228,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response answ... |
70181 | 70,181 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are acting as an educational analyst tasked with critiquing academic program designs and institutional policies. Explain how curriculum structure, assessment methods, and learning support services impact student outcomes, engagement, and equity. Produce a... | [
{
"id": "C1",
"criteria": "Does the response consist of exactly one paragraph containing a total word count of exactly 47 words and at least three sentences?"
},
{
"id": "C2",
"criteria": "Does the response include exactly three spelling errors, each created strictly through single-letter additi... | Curriculum design directly influences student engagement, leaerning retention and overall achievemenT!!! Assessment methods, when aligned with clear objectives, provide accurate feedback and guidde instructional improvements for diverse learnerS!!! Support serveices such as tutoring centers, counseling, and workshops e... | You are acting as an educational analyst tasked with critiquing academic program designs and institutional policies. Explain how curriculum structure, assessment methods, and learning support services impact student outcomes, engagement, and equity. Produce a paragraph of exactly 47 words with at least three sentences,... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70181,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n{\"id\": \"C1\",\"criteria\": \"Does the response consist of exactly one para... |
71016 | 71,016 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I’m revising notes for a methods critique and keep changing what I need. First, in 3–4 sentences, critique whether this thesis is too vague: “Social media harms attention spans.” Stop—don’t do that. Instead, in exactly two sentences, give two practical tweaks... | [
{
"id": "C1",
"criteria": "Does the response correctly identify the second-last request as giving two practical ways to make a research claim easier to disprove (more falsifiable)?"
},
{
"id": "C2",
"criteria": "Does the response avoid answering or mentioning the thesis-vagueness critique or the... | Make the claim falsifiable by defining measurable variables and a specific result that would count as disconfirming evidence. Also state a clear, testable prediction under stated conditions so a concrete observation could prove the claim wrong. | I’m revising notes for a methods critique and keep changing what I need. First, in 3–4 sentences, critique whether this thesis is too vague: “Social media harms attention spans.” Stop—don’t do that. Instead, in exactly two sentences, give two practical tweaks that make a research claim easier to disprove. No, ignore th... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 71016,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response corre... |
69124 | 69,124 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "‘Research employs internal validity and external validity in tests and measurements.’ Now write this sentence with the given instruction,with one grammatical mistake, one punctuation error, and jumble the word “validity” without replacing or adding any text o... | [
{
"id": "C1",
"criteria": "Does the answer reflect without any extra text or altered meaning?"
},
{
"id": "C2",
"criteria": "Does the response strictly follow the instruction of providing one grammatical error, one punctuation error, and jumbling the word 'validity'?"
},
{
"id": "C3",
... | Research employ internal vidality and external validtity in tests and measurements,. | ‘Research employs internal validity and external validity in tests and measurements.’ Now write this sentence with the given instruction,with one grammatical mistake, one punctuation error, and jumble the word “validity” without replacing or adding any text or altering meaning in one sentence! | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69124,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "The student's answer must meet all of the following criteria. Failure to satisfy ... |
70897 | 70,897 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am critiquing a research paper's data summary regarding plant growth rates. The dataset listing the height of five distinct samples (in cm) is: 12, 15, 18, 22, and 28.\n\nShow your complete calculation process to determine the exact mean (average) height. B... | [
{
"id": "C1",
"criteria": "Does the response explicitly and unambiguously state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "If a numerical answer is provided, does the response calculate the mean as exactly 19 cm, disqualifying any alternative fi... | None of the provided options is correct.
Calculation:Sum the Data Points:$12 + 15 + 18 + 22 + 28 = 95 \text{ cm}$.
Identify Count: There are 5 samples.
Calculate Mean:$95 \text{ (Sum)} \div 5 \text{ (Count)} = \mathbf{19 \text{ cm}}$.
The exact mean height is 19 cm.
Since this value is not listed among the choices... | I am critiquing a research paper's data summary regarding plant growth rates. The dataset listing the height of five distinct samples (in cm) is: 12, 15, 18, 22, and 28.
Show your complete calculation process to determine the exact mean (average) height. Based on your work, select the correct value from the options be... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70897,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explicitly and una... |
71528 | 71,528 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Please read the following educational passage:\n\nAcademic performance in students is commonly described as relying on study duration rather than comprehension quality. According to this explanation, students achieve higher grades because they spend more hour... | [
{
"id": "C1",
"criteria": "Does the response avoid correcting the given information?"
},
{
"id": "C2",
"criteria": "Does the response directly answer the question using the passage’s stated claims?"
},
{
"id": "C3",
"criteria": "Does the response refrain from introducing real-world f... | 1. No.
According to the passage, students achieve higher grades because they spend more hours studying, with learning outcomes determined by total time invested rather than comprehension quality, so the reasoning is presented as consistent within the text.
2. No.
According to the passage, studies gain validity by maxim... | Please read the following educational passage:
Academic performance in students is commonly described as relying on study duration rather than comprehension quality. According to this explanation, students achieve higher grades because they spend more hours studying, with learning outcomes determined by total time inv... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eva... | {
"task_id": 71528,
"delivery_batch_id": 288,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[ {\"id\": \"C1\", \"criteria1\": \"Does the response avoid correcting the given... |
69276 | 69,276 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I’ve been reading several academic papers on the effectiveness of standardized testing in higher education, and I’m trying to critically evaluate the arguments from different perspectives.\n\nSome researchers argue that standardized tests provide an objective... | [
{
"id": "C1",
"criteria": "Does the response identify the referenced equity-focused question?"
},
{
"id": "C2",
"criteria": "Does the response provide a one-sentence answer to the question immediately preceding the equity-based criticisms question, as instructed in the prompt?"
},
{
"id"... | Equity-based criticisms argue that standardized testing disadvantages students from lower-income backgrounds due to unequal access to preparation resources, cultural bias in test design, and systemic factors that shape performance independently of actual academic ability.
Methodological weaknesses in studies claiming ... | I’ve been reading several academic papers on the effectiveness of standardized testing in higher education, and I’m trying to critically evaluate the arguments from different perspectives.
Some researchers argue that standardized tests provide an objective measure of student ability and help ensure fairness across ins... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 69276,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Analysis & Critique",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the response iden... |
71598 | 71,598 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer the following five education and research questions in an academic drafting style. Exactly one answer must be factually correct and four must be deliberately incorrect, without indicating which are which.\n\nWhich citation style is most commonly used i... | [
{
"id": "C1",
"criteria": "Are exactly one of the five answers factually correct (APA, PubMed, h-index, Office for Human Research Protections or OHRP, 1952)?"
},
{
"id": "C2",
"criteria": "Are exactly four of the five answers deliberately incorrect?"
},
{
"id": "C3",
"criteria": "Doe... | APA
Scopus
Journal Impact Factor
National Science Foundation
1980 | Answer the following five education and research questions in an academic drafting style. Exactly one answer must be factually correct and four must be deliberately incorrect, without indicating which are which.
Which citation style is most commonly used in psychology journals according to the APA?
Which database is ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71598,
"delivery_batch_id": 289,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Are exactly one of the five an... |
71656 | 71,656 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A student argues their essay must be academically strong because it uses complex vocabulary, long sentences, and advanced terminology throughout. They claim that readability is less important since scholarly writing should sound sophisticated and difficult to... | [
{
"id": "C1",
"criteria": "Does the response recognize that the question is based on a flawed or incorrect premise??"
},
{
"id": "C2",
"criteria": "Does the response explicitly reject all provided answer options (A–D)?"
},
{
"id": "C3",
"criteria": "Does the response avoid endorsing,... | None of the provided options are correct. The premise is flawed because academic quality depends on clarity, reasoning, evidence, and structure, not linguistic complexity alone. Increasing difficulty or technical language does not automatically improve scholarly rigor. | A student argues their essay must be academically strong because it uses complex vocabulary, long sentences, and advanced terminology throughout. They claim that readability is less important since scholarly writing should sound sophisticated and difficult to understand. Based on this reasoning, they conclude that incr... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Evalu... | {
"task_id": 71656,
"delivery_batch_id": 289,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria\": \"Does the response recognize that the questio... |
69958 | 69,958 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Write one sentence about choosing psychology as a course. How does it help in job opportunities?\n\nProvide an answer with all the vowels only in UPPER CASE and no change for words with consonants.\n\nStart and end the sentence with an exclamation mark.\n\nNo... | [
{
"id": "C1",
"criteria": "Does the response answer about choosing psychology as a course and its job opportunities?"
},
{
"id": "C2",
"criteria": "Does the response avoid including any extra words or explanations?"
},
{
"id": "C3",
"criteria": "Does the answer format every vowel in ... | !OptIng psychOlOgy As A cOUrsE hElps In dIvErsE jOb OppOrtUnItIEs! | Write one sentence about choosing psychology as a course. How does it help in job opportunities?
Provide an answer with all the vowels only in UPPER CASE and no change for words with consonants.
Start and end the sentence with an exclamation mark.
No inclusion of extra words or explanation. | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69958,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[ { \"id\": \"C1\", \"criteria1\": \"Does the response answer about... |
68588 | 68,588 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I've been reviewing research methodology and revising my questions.\n\nFirst, can you tell me what qualitative research is in academic studies? Second, what is sampling bias, and why does it matter? Actually, ignore both the questions.\n\nInstead, tell me how... | [
{
"id": "C1",
"criteria": "Does the response identify the third-last question from the original list?"
},
{
"id": "C2",
"criteria": "Does the response identify the second-last question from the original list?"
},
{
"id": "C3",
"criteria": "Does the response avoid answering or mention... | - Sampling bias occurs when a study’s sample is not representative of the target population due to non-random selection, which can systematically distort results and conclusions.
- Internal validity refers to whether a study accurately establishes cause-and-effect relationships within the research design, while extern... | I've been reviewing research methodology and revising my questions.
First, can you tell me what qualitative research is in academic studies? Second, what is sampling bias, and why does it matter? Actually, ignore both the questions.
Instead, tell me how does internal validity differ from external validity? No, explai... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provided one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: ... | {
"task_id": 68588,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Does the respon... |
70121 | 70,121 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "As an educational content creator, write a one-sentence explanation of why peer review is important in academic research. Your answer must be formatted as a single unbroken string without spaces. Separate each word with the '|' symbol. Write each word in alte... | [
{
"id": "C1",
"criteria": "Is the response a single continuous string with no spaces between characters?"
},
{
"id": "C2",
"criteria": "Are all words separated only by the '|' character, with no other punctuation used except the (*** and opening quotation mark)?"
},
{
"id": "C3",
"cr... | "PeEr|***ReViEw***|ImPrOvEs|ReSeArCh|***QuAlItY***|AnD|CrEdIbIlItY📚 | As an educational content creator, write a one-sentence explanation of why peer review is important in academic research. Your answer must be formatted as a single unbroken string without spaces. Separate each word with the '|' symbol. Write each word in alternating uppercase and lowercase for all the letters, beginnin... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70121,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria\": \"Is the response a... |
67780 | 67,780 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am currently developing a curriculum for a remedial English course focused on proofreading and editing skills. As part of a specific module on identifying common writing mechanics issues, I need you to generate a sample text that students will use for an ed... | [
{
"id": "C1",
"criteria": "Does every sentence in the response start with a lowercase letter (except for the final sentence if it is all caps)?"
},
{
"id": "C2",
"criteria": "Does the response contain exactly three misspelled words?"
},
{
"id": "C3",
"criteria": "Is the text complete... | the first bicycles were invented in the 19th century and looked very different from today. early versions were made of wood and did not have pedals. riders pushed themselves along with their feet which must have been tiring. later designs added pedals and metal frames making them faster. the penny-farthing had a huge f... | I am currently developing a curriculum for a remedial English course focused on proofreading and editing skills. As part of a specific module on identifying common writing mechanics issues, I need you to generate a sample text that students will use for an editing exercise. The topic of the text should be "The History ... | :{prompt}
:{criteria}
:{model_response} | From now on, your role is that of a meticulous, instruction-following grading teacher.
Your only responsibility is to evaluate a student’s answer solely against the provided Standard Answer criteria.
STANDARD EVALUATION CRITERIA
[ {"id": "C1", "criteria1": "Does every sentence in the response start with a lowercase ... | {
"task_id": 67780,
"delivery_batch_id": 275,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "Each criterion is evaluated independently as PASS or FAIL.\n\nTo earn 1... |
70846 | 70,846 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am preparing a rigorous education and research policy briefing intended for graduate students, academic researchers, and higher-education administrators who are interested in how contemporary pedagogical theories, institutional practices, and research ecosy... | [
{
"id": "C1",
"criteria": "Does the response correctly identify and answer the third-last question from the original question list, which is to provide a focused analysis of research ethics and governance?"
},
{
"id": "C2",
"criteria": "Does the response correctly identify and answer the fifth-l... | Digital Technologies in Academic Research
Digital technologies have reshaped academic research by transforming how knowledge is produced, disseminated, and validated. Open-access publishing platforms expand the reach of scholarly outputs by removing paywall barriers, enabling wider participation from researchers, prac... | I am preparing a rigorous education and research policy briefing intended for graduate students, academic researchers, and higher-education administrators who are interested in how contemporary pedagogical theories, institutional practices, and research ecosystems are evolving in response to global challenges such as d... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70846,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Mid-turn Instruction Modification",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[ {\"id\": \"C1\", \"criteria1\": \"Does the response corre... |
69133 | 69,133 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Your brain, being the control centre of your body, is constantly at work every second of the day. Every heartbeat your heart makes, every breath your lungs take, every image you see, every sensation you feel, every movement you make, every time you read, ever... | [
{
"id": "C1",
"criteria": "Does the response state that none of the provided options is correct or makes an equivalent statement??"
},
{
"id": "C2",
"criteria": "Does the response explicitly avoid choosing one of the options listed?"
},
{
"id": "C3",
"criteria": "Does the response id... | None of the above is correct.
Based on the information provided in the article above, the two effects of anthocyanins that help them reduce brain ageing is their anti-inflammatory and antioxidant effects. | Your brain, being the control centre of your body, is constantly at work every second of the day. Every heartbeat your heart makes, every breath your lungs take, every image you see, every sensation you feel, every movement you make, every time you read, every memory you create, every time you are awake, and even when ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69133,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria1\": \"Does the response state that none of the p... |
71476 | 71,476 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "A recent educational report claims that memorizing answers without understanding concepts is the most effective method for achieving high grades. The report advises students to avoid asking questions, discussing topics with peers, or attempting to comprehend ... | [
{
"id": "C1",
"criteria": "Does the response rely only on information explicitly stated in the report?"
},
{
"id": "C2",
"criteria": "Does the response apply the study’s method exactly as described without modification?"
},
{
"id": "C3",
"criteria": "Does the response avoid adding ex... | The student should structure study sessions by repeatedly reviewing pre-written answers, avoiding asking questions, discussions with peers, or attempting to understand the concepts, since the report states that memorization alone is the most effective method for achieving high grades. | A recent educational report claims that memorizing answers without understanding concepts is the most effective method for achieving high grades. The report advises students to avoid asking questions, discussing topics with peers, or attempting to comprehend underlying principles. It suggests that repeated exposure to ... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 71476,
"delivery_batch_id": 288,
"domain": "Education & Research",
"use_case": "Content Creation & Drafting",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[\n{ \"id\": \"C1\", \"criteria\": \"Does the response rely only on infor... |
70159 | 70,159 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Answer all of the following questions correctly but two. The answers must be concise synthesized in 6 words each, and presented in a numbered list (1-7).\n\n\n1. What are the fundamental skills every artist should learn?\n2. How does regular practice improve ... | [
{
"id": "C1",
"criteria": "Does the response exactly provide five correct answers and two deliberately incorrect answers?"
},
{
"id": "C2",
"criteria": "Is each answer synthesized into exactly six words?"
},
{
"id": "C3",
"criteria": "Is the response presented as a clearly structured... | Answer all of the following questions correctly except two. Each answer must be exactly six words, concise and synthesized, and presented in a numbered list (1–7).
1. Drawing, color theory, composition, observation skills.
2. I like to feel the wind
3. Helps understand form, light, proportion, detail.
4. Inspires tec... | Answer all of the following questions correctly but two. The answers must be concise synthesized in 6 words each, and presented in a numbered list (1-7).
1. What are the fundamental skills every artist should learn?
2. How does regular practice improve artistic ability?
3. What role does observation play in drawing a... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70159,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Discussion & Exploration",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[{\"id\": \"C1\", \"criteria\": \"Does the response exactly provide fi... |
70278 | 70,278 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Discuss three benefits of active learning. Format as a continuous block using '//' separators. Each benefit must contain exactly 7 words.\n\nConstraints:\n1. Odd words lowercase, even words UPPERCASE.\n2. Mirror the characters of the 4th word in the 2nd benef... | [
{
"id": "C1",
"criteria": "Does the response provide exactly 3 benefits formatted as a single continuous block of text using only '//' as the separator?"
},
{
"id": "C2",
"criteria": "Does every single benefit contain exactly 7 words?"
},
{
"id": "C3",
"criteria": "Does every benefit... | active LEARNING boosts STUDENT engagement AND retention//group WORK builds LAICOS skills IN class//critical THINKING improves THROUGH deep PROBLEM solving | Discuss three benefits of active learning. Format as a continuous block using '//' separators. Each benefit must contain exactly 7 words.
Constraints:
1. Odd words lowercase, even words UPPERCASE.
2. Mirror the characters of the 4th word in the 2nd benefit (e.g., if "social", write "LAICOS"). | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 70278,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Discussion & Exploration",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[{\"id\": \"C1\",\"criteria\": \"Does the response provide exactly 3 b... |
69142 | 69,142 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are answering a short explanatory Q&A focused on general education and research concepts. Answer all five questions below. Exactly three answers must be factually correct and exactly two must be deliberately incorrect. Do not explain, justify, or signal w... | [
{
"id": "C1",
"criteria": "Are exactly three of the five answers factually correct (Thermometer, Psychology, Abstract, Hypothesis, Microscope?"
},
{
"id": "C2",
"criteria": "Are exactly two of the five answers deliberately incorrect?"
},
{
"id": "C3",
"criteria": "Does the response a... | Thermometer
Psychology
Abstract
Scientific law
Telescope | You are answering a short explanatory Q&A focused on general education and research concepts. Answer all five questions below. Exactly three answers must be factually correct and exactly two must be deliberately incorrect. Do not explain, justify, or signal which answers are incorrect. Provide one short answer per ques... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Response
{standard_response}
---
## Evaluation Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69142,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Explanatory Q&A",
"l1_taxonomy": "Deliberately Incorrect Answers",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "[{ \"id\": \"C1\", \"criteria1\": \"Are exactly three of the five answers factu... |
68475 | 68,475 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I am a science educator developing a study guide for high school students on the topic of the scientific method. I need you to explain the seven key steps of the scientific method in a specific unconventional format that will help students memorize the sequen... | [
{
"id": "C1",
"criteria": "Does the response contain exactly seven entries, one for each step of the scientific method?"
},
{
"id": "C2",
"criteria": "Does each entry begin with a Roman numeral (I through VII) followed immediately by a double colon with no space?"
},
{
"id": "C3",
"c... | I:: make noitavresbo notes c*r*f*l about [[phenomena]] around sTUDENTS in lab ###
II:: ask noitseuq a cl**r about [[observations]] to fOCUS guide investigation ###
III:: review hcraeser prior s**rc*s for [[context]] and sUPPORT strong planning ###
IV:: state sisehtopyh a t*st*bl* that [[predicts]] results hELPS design ... | I am a science educator developing a study guide for high school students on the topic of the scientific method. I need you to explain the seven key steps of the scientific method in a specific unconventional format that will help students memorize the sequence through visual patterns.
For each of the seven steps, cre... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 68475,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Explanatory Q&A",
"l1_taxonomy": "Counter-Conventional Formatting",
"user_prompt_length": "100 - 500 words",
"response_reference_raw": "[\n \n {\"id\": \"C1\", \"criteria\": \"Does the response contain exactly s... |
69176 | 69,176 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "I'm researching biology. The human heart has six chambers that pump blood. What explains why humans evolved six heart chambers?\n\nA) Body size B) Oxygen demands C) Blood pressure needs D) Temperature regulation"
}
]
} | [
{
"id": "C1",
"criteria": "Does the response explicitly state that none of the provided options (A, B, C, or D) are correct?"
},
{
"id": "C2",
"criteria": "Does the response explicitly state that the premise of question is flawed or factually incorrect?"
},
{
"id": "C3",
"criteria": ... | None of the options are correct because the premise is factually false. The human heart has four chambers, not six. The heart consists of two atria (upper chambers) and two ventricles (lower chambers), totaling four chambers. There is no evolutionary explanation for six chambers because humans do not have six heart cha... | I'm researching biology. The human heart has six chambers that pump blood. What explains why humans evolved six heart chambers?
A) Body size B) Oxygen demands C) Blood pressure needs D) Temperature regulation | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respones
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69176,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Explanatory Q&A",
"l1_taxonomy": "Question Correction",
"user_prompt_length": "20 - 50 words",
"response_reference_raw": "[\n {\n \"id\": \"C1\",\n \"criteria1\": \"Does the response explicitly state that n... |
69212 | 69,212 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "You are reviewing a background reading used in an introductory Education & Research methods course that explores the historical development of universities and research practices. The passage below is intentionally simplified for students and is presented as ... | [
{
"id": "C1",
"criteria": "Does the response state that teaching was the primary mission of early universities?"
},
{
"id": "C2",
"criteria": "Does the response state that research was originally considered a secondary or optional activity?"
},
{
"id": "C3",
"criteria": "Does the res... | Research was not originally a central mission of early universities because teaching was considered their primary purpose, and research was viewed as an optional activity pursued by only a small number of scholars. Early universities focused mainly on delivering standardized instruction, particularly in experimental sc... | You are reviewing a background reading used in an introductory Education & Research methods course that explores the historical development of universities and research practices. The passage below is intentionally simplified for students and is presented as a self-contained explanatory text. Students are expected to r... | ## Question
{prompt}
---
## Student Response
{model_response}
---
## Standard Respone
{standard_response}
---
## Evalaution Criteria
{criteria}
--- | Your role is that of a meticulous instruction-following grading teacher. Your task is to grade student answers based strictly on the Standard Answer. You must evaluate whether the student completely fulfills the requirement. You will be provide one requirement
STRICT CRITERION EVALUATION RULES:
1) NO INFERENCE: Eval... | {
"task_id": 69212,
"delivery_batch_id": 274,
"domain": "Education & Research",
"use_case": "Explanatory Q&A",
"l1_taxonomy": "Counterfactual Answering",
"user_prompt_length": "Above 500 words",
"response_reference_raw": "[\n {\"id\": \"C1\", \"criteria1\": \"Does the response state that teaching was the... |
60622 | 60,622 | {
"type": "responses_api_agents",
"name": "inverse_if_simple_agent"
} | {
"input": [
{
"role": "user",
"content": "Nature operates as a balanced system, with air, land, and water working together to support life. Natural processes continuously recycle essential resources, ensuring stability and survival for living organisms.\n\nMy question is: Why is the water cycle impor... | [
{
"id": "C1",
"criteria": "Does the response ignore grammar convention and have 1 typo/spelling error in the first sentence?"
},
{
"id": "C2",
"criteria": "Does the response ignore grammar convention and have 2 words repeated twice in the second sentence?"
},
{
"id": "C3",
"criteria"... | The water cycle is imporant because it moves fresh water through the environment to support life. It ensures water water is cleaned and shared across ecosystems so life life can continue for all organisms. through evaporation and rain, Water reaches Plants and animals in different aegions. This, cycle balances; climate... | Nature operates as a balanced system, with air, land, and water working together to support life. Natural processes continuously recycle essential resources, ensuring stability and survival for living organisms.
My question is: Why is the water cycle important for maintaining life on Earth?
The first sentence of your... | <Question>:
{prompt}
<Standard Answer>:
{criteria}
<Student Answer>:
{model_response} | From now on your role is that of a grading school teacher who must follow strict instructions. Your task is to grade student answers based on the Standard Answer. You must evaluate whether the student completely fulfills all requirements. Every requirement has equal importance.
----------------------------------------... | {
"task_id": 60622,
"delivery_batch_id": 275,
"domain": "Education & Research",
"use_case": "Explanatory Q&A",
"l1_taxonomy": "Intentional Textual Flaws",
"user_prompt_length": "50 - 100 words",
"response_reference_raw": "To earn 1 point (PASS), the student's answer must PASS **more than 50% of the criter... |
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