Triple

T124360
Position Surface form Disambiguated ID Type / Status
Subject John Stuart Mill E2513 entity
Predicate educatedBy P335 FINISHED
Object James Mill E14261 NE FINISHED

How this triple was built (3 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, educatedBy, James Mill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Mill
Context triple: [John Stuart Mill, educatedBy, James Mill]
  • A. James Mill chosen
    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.
  • B. 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.
  • C. David Hume
    David Hume was an 18th-century Scottish philosopher and historian known for his influential empiricism, skepticism, and naturalistic approach to human understanding.
  • D. Emily Malthus
    Emily Malthus was a daughter of the English cleric and influential political economist Thomas Robert Malthus.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: educatedBy
Context triple: [John Stuart Mill, educatedBy, James Mill]
  • A. educatedAt
    Indicates that an entity received education or formal training at a specified institution or place of learning.
  • B. educates chosen
    Indicates that one entity provides instruction, knowledge, or training to another entity.
  • C. educationType
    Indicates the specific category or level of education associated with an entity, such as formal, informal, primary, secondary, or higher education.
  • D. educationSystem
    Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
  • E. hasEducationalRole
    Indicates that an entity holds a specific function, position, or responsibility within an educational context or setting.
  • F. None of above.

Provenance (4 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_69a2aa453a8c81908d6d4d14aff8522e completed Feb. 28, 2026, 8:41 a.m.
PD Predicate disambiguation batch_69a2564a54948190ba30bee858173b27 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:27 a.m.