Triple

T16997809
Position Surface form Disambiguated ID Type / Status
Subject John Dupré E412361 entity
Predicate notableWork P4 FINISHED
Object Human Nature and the Limits of Science
Human Nature and the Limits of Science is a philosophical work by John Dupré that critiques scientific reductionism and explores the complexity and variability of human nature.
 E1245131 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: Human Nature and the Limits of Science | Statement: [John Dupré, notableWork, Human Nature and the Limits of Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Human Nature and the Limits of Science
Context triple: [John Dupré, notableWork, Human Nature and the Limits of Science]
  • A. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • B. The Rationality of Science
    The Rationality of Science is a philosophical work by Alan Musgrave that defends a critical rationalist account of scientific method and justification, engaging with debates over realism, theory choice, and the objectivity of scientific knowledge.
  • C. Science and the Mind
    "Science and the Mind" is a work coauthored by mathematical physicist Roger Penrose that explores the nature of consciousness and its relationship to scientific understanding.
  • D. Knowledge and Its Limits
    Knowledge and Its Limits is a highly influential work of epistemology by Timothy Williamson that advances the view that knowledge is a fundamental mental state not reducible to belief.
  • E. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • 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: Human Nature and the Limits of Science
Triple: [John Dupré, notableWork, Human Nature and the Limits of Science]
Generated description
Human Nature and the Limits of Science is a philosophical work by John Dupré that critiques scientific reductionism and explores the complexity and variability of human nature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Human Nature and the Limits of Science
Target entity description: Human Nature and the Limits of Science is a philosophical work by John Dupré that critiques scientific reductionism and explores the complexity and variability of human nature.
  • A. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • B. The Rationality of Science
    The Rationality of Science is a philosophical work by Alan Musgrave that defends a critical rationalist account of scientific method and justification, engaging with debates over realism, theory choice, and the objectivity of scientific knowledge.
  • C. Science and the Mind
    "Science and the Mind" is a work coauthored by mathematical physicist Roger Penrose that explores the nature of consciousness and its relationship to scientific understanding.
  • D. Knowledge and Its Limits
    Knowledge and Its Limits is a highly influential work of epistemology by Timothy Williamson that advances the view that knowledge is a fundamental mental state not reducible to belief.
  • E. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37c16d081908ea5e25c992cb254 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc18e6988190b42b3d251cf00b98 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
Created at: April 10, 2026, 5:32 a.m.