Triple

T124473
Position Surface form Disambiguated ID Type / Status
Subject David Hume E2515 entity
Predicate notableWork P4 FINISHED
Object A Treatise of Human Nature
A Treatise of Human Nature is an influential 18th-century philosophical work by David Hume that systematically develops his empiricist account of human psychology, knowledge, and morality.
 E14266 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: A Treatise of Human Nature | Statement: [David Hume, notableWork, A Treatise of Human Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Treatise of Human Nature
Context triple: [David Hume, notableWork, A Treatise of Human Nature]
  • A. An Essay Concerning Human Understanding
    An Essay Concerning Human Understanding is John Locke’s foundational philosophical work that explores the origins, limits, and nature of human knowledge and helped shape Enlightenment thought.
  • B. Treatise on the Emendation of the Intellect
    Treatise on the Emendation of the Intellect is an unfinished philosophical work by Baruch Spinoza that outlines a method for improving the mind to attain true knowledge and intellectual perfection.
  • C. Principles of Cartesian Philosophy
    Principles of Cartesian Philosophy is Baruch Spinoza’s early systematic exposition and critique of René Descartes’ philosophy, presented in a geometric, axiomatic style that anticipates his later work.
  • D. On Human Nature
    On Human Nature is a landmark 1978 book by biologist Edward O. Wilson that explores the biological and evolutionary foundations of human behavior and won the Pulitzer Prize for General Nonfiction.
  • E. The Problems of Philosophy
    The Problems of Philosophy is a short, accessible 1912 book by Bertrand Russell that introduces key issues in epistemology and metaphysics, such as the nature of reality, knowledge, and appearance versus reality.
  • 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: A Treatise of Human Nature
Triple: [David Hume, notableWork, A Treatise of Human Nature]
Generated description
A Treatise of Human Nature is an influential 18th-century philosophical work by David Hume that systematically develops his empiricist account of human psychology, knowledge, and morality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Treatise of Human Nature
Target entity description: A Treatise of Human Nature is an influential 18th-century philosophical work by David Hume that systematically develops his empiricist account of human psychology, knowledge, and morality.
  • A. An Essay Concerning Human Understanding
    An Essay Concerning Human Understanding is John Locke’s foundational philosophical work that explores the origins, limits, and nature of human knowledge and helped shape Enlightenment thought.
  • B. Treatise on the Emendation of the Intellect
    Treatise on the Emendation of the Intellect is an unfinished philosophical work by Baruch Spinoza that outlines a method for improving the mind to attain true knowledge and intellectual perfection.
  • C. Principles of Cartesian Philosophy
    Principles of Cartesian Philosophy is Baruch Spinoza’s early systematic exposition and critique of René Descartes’ philosophy, presented in a geometric, axiomatic style that anticipates his later work.
  • D. On Human Nature
    On Human Nature is a landmark 1978 book by biologist Edward O. Wilson that explores the biological and evolutionary foundations of human behavior and won the Pulitzer Prize for General Nonfiction.
  • E. The Problems of Philosophy
    The Problems of Philosophy is a short, accessible 1912 book by Bertrand Russell that introduces key issues in epistemology and metaphysics, such as the nature of reality, knowledge, and appearance versus reality.
  • 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_69a251b54ea88190b18281669f59b4c0 completed Feb. 28, 2026, 2:23 a.m.
NER Named-entity recognition batch_69a2573ce0ac8190b49fb31d3d475bf9 completed Feb. 28, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a29e494ef08190b8c5b5f8d52251c8 completed Feb. 28, 2026, 7:50 a.m.
NEDg Description generation batch_69a29eb86f5c819081da2fd6275d6f78 completed Feb. 28, 2026, 7:52 a.m.
NED2 Entity disambiguation (via description) batch_69a2a04c4cc88190b8741fa48a158dc2 completed Feb. 28, 2026, 7:59 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.