Triple

T4165002
Position Surface form Disambiguated ID Type / Status
Subject Book II: Of Reasoning E84424 entity
Predicate hasAuthorRole P161 FINISHED
Object John Stuart Mill as logician
John Stuart Mill as logician refers to his role as a foundational 19th-century philosopher who systematized inductive logic and contributed significantly to the theory of reasoning and scientific method.
E418195 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: John Stuart Mill as logician | Statement: [Book II: Of Reasoning, hasAuthorRole, John Stuart Mill as logician]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Stuart Mill as logician
Context triple: [Book II: Of Reasoning, hasAuthorRole, John Stuart Mill as logician]
  • A. Leibnizian logic
    Leibnizian logic is the rationalist, formal approach to logic and calculation developed by Gottfried Wilhelm Leibniz, emphasizing symbolic representation, logical calculus, and the reduction of mathematical and philosophical reasoning to precise logical principles.
  • B. The Mathematical Analysis of Logic
    The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
  • C. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • D. An Investigation of the Laws of Thought
    An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.
  • E. Logic: The Theory of Inquiry
    Logic: The Theory of Inquiry is John Dewey’s major work on logic, presenting a pragmatic account of reasoning as an experimental, inquiry-driven process grounded in experience.
  • 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: John Stuart Mill as logician
Triple: [Book II: Of Reasoning, hasAuthorRole, John Stuart Mill as logician]
Generated description
John Stuart Mill as logician refers to his role as a foundational 19th-century philosopher who systematized inductive logic and contributed significantly to the theory of reasoning and scientific method.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Stuart Mill as logician
Target entity description: John Stuart Mill as logician refers to his role as a foundational 19th-century philosopher who systematized inductive logic and contributed significantly to the theory of reasoning and scientific method.
  • A. Leibnizian logic
    Leibnizian logic is the rationalist, formal approach to logic and calculation developed by Gottfried Wilhelm Leibniz, emphasizing symbolic representation, logical calculus, and the reduction of mathematical and philosophical reasoning to precise logical principles.
  • B. The Mathematical Analysis of Logic
    The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
  • C. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • D. An Investigation of the Laws of Thought
    An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.
  • E. Logic: The Theory of Inquiry
    Logic: The Theory of Inquiry is John Dewey’s major work on logic, presenting a pragmatic account of reasoning as an experimental, inquiry-driven process grounded in experience.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ab00d48190acf3b041fca56be3 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.