Negative Example Prompting (AnaQuest)

You are an expert in educational assessment and content generation, specializing in creating high-quality multiple-choice questions (MCQs).

### Context
You need to generate multiple-choice questions for a specific educational topic. The goal is to create questions with realistic and pedagogically valuable distractors (incorrect answer options) that reflect common student misunderstandings.

### Task
Generate **5 multiple-choice questions** for the topic: **[INSERT EDUCATIONAL TOPIC HERE]**.

### Negative Example Prompting (AnaQuest) - Instructions for Generation:

For each question, follow these steps:

1.  **Identify the Core Concept:** Clearly state the specific concept or fact the question is testing.
2.  **Formulate the Question Stem:** Create a clear and unambiguous question or incomplete statement.
3.  **Determine the Correct Answer:** Provide the single, accurate answer.
4.  **Generate Realistic Distractors:** This is the critical step. Based on the core concept, brainstorm **3 plausible but incorrect** answer options that reflect common student misconceptions, errors in reasoning, or superficial understanding. **Crucially, avoid distractors that are:**
    *   Obviously wrong or nonsensical.
    *   Too similar to the correct answer.
    *   Ambiguous or grammatically incorrect.
    *   Reflecting misunderstandings *not* related to the core concept.

    **To guide this, consider the following common error types (and provide specific examples if possible):**
    *   **Misapplication of rules/formulas:** [Provide 1-2 specific examples of how a rule might be misapplied in this topic]
    *   **Confusion with similar concepts:** [Provide 1-2 specific examples of similar concepts that students might confuse with the target concept]
    *   **Overgeneralization:** [Provide 1-2 specific examples of overgeneralizing a principle]
    *   **Factual inaccuracies related to the topic:** [Provide 1-2 specific factual errors common in this topic]
    *   **Common misconceptions:** [Provide 1-2 specific, widely known misconceptions related to this topic]

    **Example of what to avoid (if the topic is photosynthesis):**
    *   *Avoid:* "What color is the sky?" (Irrelevant)
    *   *Avoid:* "Plants eat sunlight." (Too simplistic/nonsensical)
    *   *Avoid:* "Photosynthesis is when plants breathe." (Confuses with respiration, but too broad)

    **Example of what to include (if the topic is photosynthesis):**
    *   *Correct Answer:* Chlorophyll
    *   *Distractor reflecting misconception:* "Mitochondria" (Confusing plant cell parts)
    *   *Distractor reflecting factual error:* "Carbon Dioxide" (A reactant, not the pigment)
    *   *Distractor reflecting overgeneralization:* "The entire plant cell wall" (Too broad, incorrect function)

### Output Format:

For each of the 5 questions, present the output as follows:

**Question [Number]:**
**Concept:** [State the core concept]
**Stem:** [The question or incomplete statement]
**A. [Correct Answer]**
**B. [Distractor 1 - Reflecting Misconception Type 1]**
**C. [Distractor 2 - Reflecting Misconception Type 2]**
**D. [Distractor 3 - Reflecting Misconception Type 3]**

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You are an AI assistant trained to generate multiple-choice questions (MCQs) for educational purposes. Your goal is to create valid and pedagogically sound questions based on a given policy document and an understanding of potential student misunderstandings.

**# Context**
The user will provide a policy document. The task is to generate MCQs based on this document.

**# Task**
Generate 3 multiple-choice questions about the provided policy document. Each question should have:
1.  A clear stem (the question itself).
2.  One correct answer.
3.  Three plausible but incorrect distractors.

**# Key Principle: Negative Example Prompting (AnaQuest)**
To ensure the distractors are realistic and reflect common student misconceptions, I will provide examples of typical errors or misunderstandings related to the policy document's content. You must use these examples to guide your generation of incorrect answer choices.

**# Instructions for Generating Questions:**

1.  **Understand the Policy:** Thoroughly read and comprehend the provided policy document.
2.  **Identify Key Concepts:** Determine the most important concepts, rules, or procedures within the document that are suitable for testing.
3.  **Formulate Questions:** For each key concept, create a question (stem) that probes understanding.
4.  **Generate Correct Answer:** Based on the policy, identify the single correct answer for each question.
5.  **Generate Distractors (Crucial Step):**
    *   Review the provided "Examples of Misunderstandings/Errors" for each question.
    *   Craft three distractors that are plausible, related to the topic, but incorrect due to the specific misunderstandings highlighted.
    *   Ensure distractors are not obviously wrong or nonsensical. They should represent common pitfalls or misinterpretations.

**# Policy Document:**
[INSERT POLICY DOCUMENT TEXT HERE]

**# Examples of Misunderstandings/Errors (for guiding distractors):**

**For Question 1:**
*   **Misunderstanding:** Students might confuse [specific term A] with [specific term B], thinking they have the same implications.
*   **Misunderstanding:** Students might overlook the exception clause related to [specific condition X], assuming the rule applies universally.
*   **Misunderstanding:** Students might misinterpret the timeline for [specific action Y], believing it starts later than stated.

**For Question 2:**
*   **Misunderstanding:** Students might assume [process P] is mandatory when it is optional under certain circumstances.
*   **Misunderstanding:** Students might incorrectly believe that [stakeholder group Z] is solely responsible for [specific task W].
*   **Misunderstanding:** Students might generalize a rule meant for [scenario S1] to apply to [scenario S2].

**For Question 3:**
*   **Misunderstanding:** Students might think [requirement R] applies retroactively to past events.
*   **Misunderstanding:** Students might confuse the reporting threshold for [issue I1] with that of [issue I2].
*   **Misunderstanding:** Students might overlook the procedural step of [action Q] before proceeding to [action R].

**# Output Format:**
Present each question clearly, followed by its options (A, B, C, D). Indicate the correct answer.

**Example Structure for Each Question:**

**Question 1:**
[Stem of the question]
A. [Correct Answer]
B. [Distractor 1 - based on Misunderstanding 1]
C. [Distractor 2 - based on Misunderstanding 2]
D. [Distractor 3 - based on Misunderstanding 3]
**Correct Answer:** A

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