Triple

T6437357
Position Surface form Disambiguated ID Type / Status
Subject Michael Schur E129930 entity
Predicate wrote P2831 FINISHED
Object How to Be Perfect: The Correct Answer to Every Moral Question
How to Be Perfect: The Correct Answer to Every Moral Question is a humorous and accessible popular philosophy book that introduces major ethical theories and applies them to everyday moral dilemmas.
E593224 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: How to Be Perfect: The Correct Answer to Every Moral Question | Statement: [Michael Schur, wrote, How to Be Perfect: The Correct Answer to Every Moral Question]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Be Perfect: The Correct Answer to Every Moral Question
Context triple: [Michael Schur, wrote, How to Be Perfect: The Correct Answer to Every Moral Question]
  • A. Their Morals and Ours
    "Their Morals and Ours" is a 1938 political essay by Leon Trotsky that defends revolutionary socialist ethics against bourgeois morality and critiques Stalinism.
  • B. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • C. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • D. The Most Good You Can Do
    The Most Good You Can Do is a book by philosopher Peter Singer that presents and defends the principles of effective altruism, urging readers to use their resources to help others as much as possible.
  • E. How to Be a Human Being
    How to Be a Human Being is a 2016 concept album by English indie rock band Glass Animals that explores diverse character-driven stories through experimental, psychedelic pop production.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: How to Be Perfect: The Correct Answer to Every Moral Question
Triple: [Michael Schur, wrote, How to Be Perfect: The Correct Answer to Every Moral Question]
Generated description
How to Be Perfect: The Correct Answer to Every Moral Question is a humorous and accessible popular philosophy book that introduces major ethical theories and applies them to everyday moral dilemmas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Be Perfect: The Correct Answer to Every Moral Question
Target entity description: How to Be Perfect: The Correct Answer to Every Moral Question is a humorous and accessible popular philosophy book that introduces major ethical theories and applies them to everyday moral dilemmas.
  • A. Their Morals and Ours
    "Their Morals and Ours" is a 1938 political essay by Leon Trotsky that defends revolutionary socialist ethics against bourgeois morality and critiques Stalinism.
  • B. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • C. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • D. The Most Good You Can Do
    The Most Good You Can Do is a book by philosopher Peter Singer that presents and defends the principles of effective altruism, urging readers to use their resources to help others as much as possible.
  • E. How to Be a Human Being
    How to Be a Human Being is a 2016 concept album by English indie rock band Glass Animals that explores diverse character-driven stories through experimental, psychedelic pop production.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06964186c8190aeeb0038f4696032 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640f2915c8190aea3578dcd77dd5f completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c64237ae8881908bbaa2760113da7c completed March 27, 2026, 8:39 a.m.
NED2 Entity disambiguation (via description) batch_69c64658463c8190a1d68beec15cab3d completed March 27, 2026, 8:56 a.m.
Created at: March 22, 2026, 4:45 p.m.