Triple

T2859739
Position Surface form Disambiguated ID Type / Status
Subject Deerfield Academy E63290 entity
Predicate headOfSchool P31330 FINISHED
Object John P.N. Austin
John P.N. Austin is an American educator who has served as the head of school at the prestigious Deerfield Academy in Massachusetts.
E308354 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 P.N. Austin | Statement: [Deerfield Academy, headOfSchool, John P.N. Austin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John P.N. Austin
Context triple: [Deerfield Academy, headOfSchool, John P.N. Austin]
  • A. J. L. Austin
    J. L. Austin was a British philosopher of language best known for developing speech act theory and for his influential work on ordinary language analysis.
  • B. H. P. Grice
    H. P. Grice was a British philosopher of language best known for his theory of conversational implicature and influential work on meaning and communication.
  • C. P. F. Strawson
    P. F. Strawson was a prominent 20th-century British analytic philosopher known for his influential work in philosophy of language, metaphysics, and the critique of Russell’s theory of descriptions.
  • D. Donald Davidson
    Donald Davidson was a prominent 20th-century American philosopher known for his influential work in the philosophy of language, mind, and action, particularly his theories of radical interpretation and anomalous monism.
  • E. Robert Brandom
    Robert Brandom is an American philosopher best known for his work in analytic philosophy, particularly in the philosophy of language, pragmatism, and inferentialism about meaning and normativity.
  • 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 P.N. Austin
Triple: [Deerfield Academy, headOfSchool, John P.N. Austin]
Generated description
John P.N. Austin is an American educator who has served as the head of school at the prestigious Deerfield Academy in Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John P.N. Austin
Target entity description: John P.N. Austin is an American educator who has served as the head of school at the prestigious Deerfield Academy in Massachusetts.
  • A. J. L. Austin
    J. L. Austin was a British philosopher of language best known for developing speech act theory and for his influential work on ordinary language analysis.
  • B. H. P. Grice
    H. P. Grice was a British philosopher of language best known for his theory of conversational implicature and influential work on meaning and communication.
  • C. P. F. Strawson
    P. F. Strawson was a prominent 20th-century British analytic philosopher known for his influential work in philosophy of language, metaphysics, and the critique of Russell’s theory of descriptions.
  • D. Donald Davidson
    Donald Davidson was a prominent 20th-century American philosopher known for his influential work in the philosophy of language, mind, and action, particularly his theories of radical interpretation and anomalous monism.
  • E. Robert Brandom
    Robert Brandom is an American philosopher best known for his work in analytic philosophy, particularly in the philosophy of language, pragmatism, and inferentialism about meaning and normativity.
  • 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_69ab4c41e8c08190a9e8f5249cc12610 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf8aec3c8190a4168d8c916b5268 completed March 7, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03147229c81909e2f47f1ec40633d completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b031c2edb08190bc86dc639eee9272 completed March 10, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b039a5d7748190a44b878a5be62f54 completed March 10, 2026, 3:32 p.m.
Created at: March 6, 2026, 10:02 p.m.