Triple

T12126235
Position Surface form Disambiguated ID Type / Status
Subject Ayn Rand E288817 entity
Predicate notableWork P4 FINISHED
Object Philosophy: Who Needs It
"Philosophy: Who Needs It" is a posthumous collection of Ayn Rand’s essays that argues for the practical necessity of philosophy in everyday life and defends her Objectivist worldview.
E965842 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: Philosophy: Who Needs It | Statement: [Ayn Rand, notableWork, Philosophy: Who Needs It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philosophy: Who Needs It
Context triple: [Ayn Rand, notableWork, Philosophy: Who Needs It]
  • A. The Uses of Philosophy
    The Uses of Philosophy is a work by British philosopher Mary Warnock that explores how philosophical thinking can illuminate practical and ethical problems in everyday life.
  • B. An Introduction to Philosophy
    An Introduction to Philosophy is a foundational philosophical text by Jacques Maritain that presents a clear, accessible overview of key philosophical questions and traditions from a Thomistic perspective.
  • C. Philosophy: A Very Short Introduction
    "Philosophy: A Very Short Introduction" is a concise introductory book that surveys major philosophical questions, thinkers, and traditions for general readers.
  • D. Excursion into Philosophy
    Excursion into Philosophy is a 1959 oil painting by American realist artist Edward Hopper that depicts a contemplative, solitary figure in a sparsely furnished interior, evoking themes of isolation and introspection.
  • E. How to Philosophize with a Hammer
    How to Philosophize with a Hammer is the provocative subtitle of Friedrich Nietzsche’s work *Twilight of the Idols*, encapsulating his method of critically testing and shattering traditional moral and philosophical “idols.”
  • 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: Philosophy: Who Needs It
Triple: [Ayn Rand, notableWork, Philosophy: Who Needs It]
Generated description
"Philosophy: Who Needs It" is a posthumous collection of Ayn Rand’s essays that argues for the practical necessity of philosophy in everyday life and defends her Objectivist worldview.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philosophy: Who Needs It
Target entity description: "Philosophy: Who Needs It" is a posthumous collection of Ayn Rand’s essays that argues for the practical necessity of philosophy in everyday life and defends her Objectivist worldview.
  • A. The Uses of Philosophy
    The Uses of Philosophy is a work by British philosopher Mary Warnock that explores how philosophical thinking can illuminate practical and ethical problems in everyday life.
  • B. An Introduction to Philosophy
    An Introduction to Philosophy is a foundational philosophical text by Jacques Maritain that presents a clear, accessible overview of key philosophical questions and traditions from a Thomistic perspective.
  • C. Philosophy: A Very Short Introduction
    "Philosophy: A Very Short Introduction" is a concise introductory book that surveys major philosophical questions, thinkers, and traditions for general readers.
  • D. Excursion into Philosophy
    Excursion into Philosophy is a 1959 oil painting by American realist artist Edward Hopper that depicts a contemplative, solitary figure in a sparsely furnished interior, evoking themes of isolation and introspection.
  • E. How to Philosophize with a Hammer
    How to Philosophize with a Hammer is the provocative subtitle of Friedrich Nietzsche’s work *Twilight of the Idols*, encapsulating his method of critically testing and shattering traditional moral and philosophical “idols.”
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9157b2a9881908ec0e58cf438fce0 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f688ad2481909d11782c44b3217f completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.