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Sunday, April 6, 2025

Logic analysis prompts

  Create 20 examples of  logic analysis prompts.  Explain each.

 Okay, here are 20 examples of logic analysis prompts, each followed by an explanation of what skill it targets and what kind of analysis is required. These prompts are designed to test various aspects of logical reasoning, argument evaluation, and critical thinking.


1. Prompt: "Identify the main conclusion and the primary premises used to support it in the following paragraph: [Insert paragraph containing an argument]."

  • Explanation: This prompt tests the fundamental skill of identifying the core components of an argument. The user must distinguish between the main point the author is trying to establish (conclusion) and the reasons or evidence offered for believing it (premises).

2. Prompt: "Evaluate the validity of the following deductive argument. Is it also sound? Explain your reasoning: [Insert a deductive argument, e.g., a syllogism]."

  • Explanation: This targets the understanding of deductive reasoning. Validity refers to the logical structure (if premises are true, the conclusion must be true). Soundness requires both validity and true premises. The user needs to assess both aspects and explain the difference.

3. Prompt: "Identify and explain the logical fallacy committed in the following statement: [Insert statement containing a common fallacy, e.g., Ad Hominem, Straw Man, False Dichotomy]."

  • Explanation: This tests the ability to recognize flawed patterns of reasoning (logical fallacies). The user must not only name the fallacy but also explain why the reasoning is fallacious in the given context.

4. Prompt: "Determine if the following argument is primarily inductive or deductive. Justify your answer based on the relationship between the premises and the conclusion."

  • Explanation: This requires distinguishing between the two major types of reasoning. Deductive arguments aim for certainty (if premises are true, conclusion is guaranteed), while inductive arguments aim for probability (premises make the conclusion likely). The user must analyze the strength and nature of the inferential link.

5. Prompt: "Analyze the structure of the following categorical syllogism. Identify its mood and figure, and determine its validity using either Venn diagrams or the rules of syllogisms."

  • Explanation: This is a more formal logic prompt. It requires understanding the specific structure of syllogisms (arrangements of categorical propositions), classifying them (mood and figure), and applying formal methods (rules or diagrams) to check for validity.

6. Prompt: "Identify any unstated premises (assumptions) required for the conclusion of the following argument to logically follow: [Insert an enthymeme or argument with implicit assumptions]."

  • Explanation: This tests the ability to recognize what is not explicitly stated but is necessary for the argument to work. Identifying hidden assumptions is crucial for evaluating the argument's real foundation.

7. Prompt: "Assess the strength of the analogy used in the following argument. Are the relevant similarities strong enough to support the conclusion? Are there significant disanalogies? [Insert argument by analogy]."

  • Explanation: This focuses on evaluating analogical reasoning. The user must determine if the comparison being made is fair and relevant, identifying both points of comparison that strengthen the analogy and points of difference that weaken it.

8. Prompt: "Evaluate the causal claim made in the following passage. Does the evidence suggest causation, mere correlation, or is there a potential confounding factor? [Insert passage making a causal claim]."

  • Explanation: This targets critical evaluation of causal reasoning. The user needs to understand the difference between correlation and causation and look for evidence supporting a causal link (e.g., temporal order, mechanism) while considering alternative explanations.

9. Prompt: "Reconstruct the argument presented in the following text into standard premise-conclusion form. Be sure to clearly separate each distinct premise."

  • Explanation: This tests the ability to extract a formal argument structure from informal prose. It requires identifying all the supporting points and the final conclusion and organizing them logically.

10. Prompt: "Examine the following conditional statement (If P, then Q). Identify the antecedent and consequent. Then, evaluate whether the subsequent reasoning commits the fallacy of Affirming the Consequent or Denying the Antecedent: [Insert conditional statement and related reasoning]."

  • Explanation: This focuses on understanding conditional logic and common fallacies associated with it. The user must identify the parts of the conditional and recognize invalid inferential moves.

11. Prompt: "Identify any key terms in the argument that are ambiguous or used equivocally. Explain how this ambiguity affects the argument's clarity or validity."

  • Explanation: This targets the sensitivity to language and definitions in arguments. The user must spot words with multiple meanings and explain how shifting meanings (equivocation) can undermine the logic of an argument.

12. Prompt: "Assess the logical relevance and sufficiency of the evidence provided to support the claim in the following text: [Insert a claim followed by supporting evidence]."

  • Explanation: This requires evaluating the quality of evidence. Relevance means the evidence actually pertains to the claim. Sufficiency means there is enough evidence to convincingly support the claim. The user assesses both.

13. Prompt: "Diagram the structure of the following complex argument, showing how the premises (including any intermediate conclusions) link together to support the final conclusion."

  • Explanation: This tests the ability to map out arguments with multiple steps or sub-arguments. Using diagramming techniques (like numbering statements and using arrows) helps visualize the logical flow and dependencies within the argument.

14. Prompt: "Analyze the definition provided for term 'X' in the passage. Is it clear, precise, too broad, too narrow, circular, or negative when it shouldn't be? How does this definition impact the argument? [Insert text with a definition being used]."

  • Explanation: This focuses on the logical adequacy of definitions, which are often crucial premises in arguments. The user evaluates the definition against standard criteria for good definitions.

15. Prompt: "Formulate a logical counter-argument or identify a potential refutation for the reasoning presented in the following passage: [Insert an argument]."

  • Explanation: This tests the ability to engage critically with an argument by constructing an opposing case. This involves identifying weaknesses (false premises, invalid structure, fallacies) and building a logical argument against the original one.

16. Prompt: "Analyze the relationship between concepts A and B as presented in the text. Is A described as a necessary condition, a sufficient condition, both (necessary and sufficient), or neither for B? Explain your reasoning."

  • Explanation: This tests the understanding of necessary and sufficient conditions, a key concept in logic and causal reasoning. The user must correctly interpret the relationship being claimed between two elements.

17. Prompt: "Evaluate the following argument for consistency. Are there any contradictory statements or claims made within the text? [Insert text containing multiple statements/claims]."

  • Explanation: This focuses on the principle of non-contradiction. The user must scan the text to determine if all the claims made can be true simultaneously or if there is a logical incompatibility.

18. Prompt: "Translate the following natural language argument into symbolic propositional logic and determine its validity using a truth table: [Insert a simple argument suitable for propositional logic]."

  • Explanation: This is a formal logic task requiring knowledge of symbolic representation (like P, Q, →, ∧, ∨, ¬) and the truth table method for rigorously checking deductive validity.

19. Prompt: "Analyze the reasoning used to arrive at the conclusion. Is it an example of abduction (inference to the best explanation)? If so, evaluate the quality of the explanation compared to potential alternatives."

  • Explanation: This introduces abduction, a third type of reasoning alongside deduction and induction. It involves finding the most likely explanation for a set of observations. The user must identify if this pattern is used and assess its plausibility.

20. Prompt: "Provide a comprehensive logical critique of the following argument, addressing its structure, the truth/acceptability of its premises, the relevance and sufficiency of the evidence, and identifying any fallacies or significant assumptions."

  • Explanation: This is a capstone-style prompt requiring a holistic evaluation. The user must synthesize various logical analysis skills (structure, soundness/cogency, fallacies, assumptions, evidence) to give an overall assessment of the argument's strengths and weaknesses.


These prompts cover a range of skills from basic argument identification to formal logical analysis and the critical evaluation of different reasoning types, evidence, and language use.

 

Okay, here are 20 examples of faulty logic (logical fallacies), with explanations for each:

  1. Ad Hominem (Argument Against the Person):

    • Explanation: Attacking the person making the argument rather than addressing the substance of the argument itself. The faulty logic lies in assuming that a person's character, circumstances, or unrelated actions automatically invalidate their reasoning or claims.

    • Example: "You can't trust Dr. Smith's medical advice; he's a terrible dresser."

  2. Straw Man:

    • Explanation: Misrepresenting or exaggerating an opponent's argument to make it easier to attack. The faulty logic involves refuting a distorted version of the argument, not the actual position held by the opponent.

    • Example: "Senator Jones wants to regulate firearms? So he wants to confiscate all guns and leave us defenseless!"

  3. Appeal to Ignorance (Argumentum ad Ignorantiam):

    • Explanation: Arguing that a claim must be true because there is no evidence to disprove it, or that a claim must be false because there is no evidence to support it. The faulty logic is that a lack of evidence is not evidence of absence (or presence).

    • Example: "No one has ever proven ghosts don't exist, therefore they must be real."

  4. False Dichotomy / False Dilemma:

    • Explanation: Presenting only two options or alternatives when in reality more possibilities exist. The faulty logic artificially limits the choices, forcing a selection between the presented options while ignoring others.

    • Example: "You're either with us, or you're against us."

  5. Slippery Slope:

    • Explanation: Arguing that a particular action will inevitably lead to a chain reaction of negative consequences, without sufficient evidence to support the inevitability of the chain. The faulty logic assumes causality and likelihood without justification.

    • Example: "If we allow same-sex marriage, soon people will want to marry their pets!"

  6. Circular Reasoning (Begging the Question / Petitio Principii):

    • Explanation: An argument where the conclusion is already assumed in the premise(s). It essentially says "X is true because X is true." The faulty logic is that it doesn't provide any independent evidence for the conclusion; it just restates it.

    • Example: "The Bible is the word of God because the Bible says it is, and it wouldn't lie because it's the word of God."

  7. Hasty Generalization:

    • Explanation: Drawing a broad conclusion based on a small, insufficient, or unrepresentative sample size. The faulty logic lies in making a universal claim from limited evidence.

    • Example: "I met two rude people from New York City, so all New Yorkers must be rude."

  8. Red Herring:

    • Explanation: Introducing an irrelevant topic or point into an argument to divert attention from the original issue. The faulty logic is that it avoids addressing the actual argument by changing the subject.

    • Example: "You're criticizing my spending? Well, look at how much money your favorite politician wasted last year!"

  9. Tu Quoque ("You too"):

    • Explanation: Dismissing someone's argument or criticism by pointing out that they are guilty of the same thing (hypocrisy). While hypocrisy might be relevant to someone's character, it doesn't logically invalidate their argument. It's often a specific type of Ad Hominem.

    • Example: "Why should I stop smoking? You smoke too!"

  10. Causal Fallacy (Specifically Post Hoc Ergo Propter Hoc - "After this, therefore because of this"):

    • Explanation: Assuming that because one event happened after another, the first event must have caused the second. The faulty logic confuses temporal succession with causation.

    • Example: "I wore my lucky socks, and my team won. My socks must have caused the victory." (Another common causal fallacy is confusing correlation with causation).

  11. Appeal to Emotion:

    • Explanation: Manipulating emotions (like fear, pity, anger, joy) instead of using logical reasoning to persuade someone. The faulty logic is that feelings, while powerful, are not a valid substitute for evidence or sound argumentation.

    • Example: "Please give me an A. My dog just died, and I've been so upset I couldn't study." (Appeal to Pity)

  12. Bandwagon Fallacy (Appeal to Popularity / Ad Populum):

    • Explanation: Arguing that something must be true or good because many people believe it or do it. The faulty logic is that popularity does not equate to validity or truth.

    • Example: "Millions of people use this brand of toothpaste, so it must be the best."

  13. Appeal to Authority (Faulty / Argumentum ad Verecundiam):

    • Explanation: Citing an authority figure who is not an expert on the issue at hand, is biased, or when experts disagree. The faulty logic lies in relying on credibility that isn't relevant or justified for the specific claim.

    • Example: "My favorite actor says this diet plan is the best, so I'm going to try it."

  14. Equivocation:

    • Explanation: Using a word or phrase with multiple meanings in an argument such that the meaning shifts, leading to a misleading conclusion. The faulty logic relies on the ambiguity of language.

    • Example: "The sign said 'Fine for parking here', and since it was fine, I parked there." (Using "fine" as acceptable vs. "fine" as a penalty).

  15. Genetic Fallacy:

    • Explanation: Judging something (an idea, person, product) based solely on its origin, source, or history, rather than its current meaning, merits, or context. The faulty logic assumes the origin determines present value or validity.

    • Example: "You can't trust that technology; it was originally developed by the military."

  16. Fallacy of Composition:

    • Explanation: Assuming that what is true for the parts of a whole must also be true for the whole itself. The faulty logic ignores the fact that the whole may have emergent properties different from its components.

    • Example: "Each player on this basketball team is an excellent athlete, therefore the team as a whole must be excellent." (They might lack teamwork).

  17. Fallacy of Division:

    • Explanation: Assuming that what is true for the whole must also be true for its individual parts. This is the reverse of the Composition fallacy.

    • Example: "That company is known for its corruption, so every single person working there must be corrupt."

  18. Anecdotal Evidence Fallacy:

    • Explanation: Using a personal experience or an isolated example (an anecdote) as evidence for a general claim, instead of relying on sound reasoning or statistical evidence. The faulty logic over-relies on examples that may not be representative.

    • Example: "Smoking isn't that bad for you; my grandfather smoked three packs a day and lived to be 95."

  19. Appeal to Nature:

    • Explanation: Arguing that something is good because it is "natural" or bad because it is "unnatural." The faulty logic assumes that "natural" automatically equates to morally right or healthy, which isn't necessarily true (e.g., diseases, toxins are natural).

    • Example: "This herbal remedy is natural, so it must be safer and more effective than synthetic drugs."

  20. No True Scotsman:

    • Explanation: Modifying a generalization to exclude a counterexample, rather than abandoning or revising the original generalization. It protects a claim from refutation by redefining the criteria on the fly.

    • Example: Person A: "No Scotsman puts sugar on his porridge." Person B: "But my uncle Angus is a Scotsman, and he puts sugar on his porridge." Person A: "Ah, but no true Scotsman puts sugar on his porridge."

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