Triple

T124357
Position Surface form Disambiguated ID Type / Status
Subject John Stuart Mill E2513 entity
Predicate father P120 FINISHED
Object James Mill
James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
E14261 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: James Mill | Statement: [John Stuart Mill, father, James Mill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Mill
Context triple: [John Stuart Mill, father, James Mill]
  • A. John Stuart Mill
    John Stuart Mill was a 19th-century British philosopher and political economist known for his influential works on utilitarianism, liberty, and liberal democratic theory.
  • B. David Hume
    David Hume was an 18th-century Scottish philosopher and historian known for his influential empiricism, skepticism, and naturalistic approach to human understanding.
  • C. Emily Malthus
    Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
  • D. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • E. Henry Malthus
    Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
  • 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: James Mill
Triple: [John Stuart Mill, father, James Mill]
Generated description
James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Mill
Target entity description: James Mill was a Scottish historian, economist, political theorist, and prominent utilitarian philosopher associated with Jeremy Bentham and the early 19th-century British reform movement.
  • A. John Stuart Mill
    John Stuart Mill was a 19th-century British philosopher and political economist known for his influential works on utilitarianism, liberty, and liberal democratic theory.
  • B. David Hume
    David Hume was an 18th-century Scottish philosopher and historian known for his influential empiricism, skepticism, and naturalistic approach to human understanding.
  • C. Emily Malthus
    Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
  • D. David Ricardo
    David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
  • E. Henry Malthus
    Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
  • 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.