Triple

T2014013
Position Surface form Disambiguated ID Type / Status
Subject Callaghan E43751 entity
Predicate hasNotableBearer P458 FINISHED
Object John Callaghan
John Callaghan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Callaghan.
 E226190 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 Callaghan | Statement: [Callaghan, hasNotableBearer, John Callaghan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Callaghan
Context triple: [Callaghan, hasNotableBearer, John Callaghan]
  • A. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • B. Robert Duncan
    Robert Duncan is a television and film composer best known for his atmospheric scores on series such as "Castle" and "Buffy the Vampire Slayer."
  • C. Michael Callaghan
    Michael Callaghan is one of the children of former UK Prime Minister James Callaghan.
  • D. Christopher J. Lane
    Christopher J. Lane is a scholar and author known for his work in psychology, psychiatry, and cultural criticism.
  • E. Michael Heaney
    Michael Heaney is the son of Nobel Prize–winning Irish poet Seamus Heaney and is known for his work as a librarian and bibliographer.
  • 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 Callaghan
Triple: [Callaghan, hasNotableBearer, John Callaghan]
Generated description
John Callaghan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Callaghan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Callaghan
Target entity description: John Callaghan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Callaghan.
  • A. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • B. Robert Duncan
    Robert Duncan is a television and film composer best known for his atmospheric scores on series such as "Castle" and "Buffy the Vampire Slayer."
  • C. Michael Callaghan
    Michael Callaghan is one of the children of former UK Prime Minister James Callaghan.
  • D. Christopher J. Lane
    Christopher J. Lane is a scholar and author known for his work in psychology, psychiatry, and cultural criticism.
  • E. Michael Heaney
    Michael Heaney is the son of Nobel Prize–winning Irish poet Seamus Heaney and is known for his work as a librarian and bibliographer.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b42d508190bf2b63132bb2ad77 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aeca6388190befe0630d44de109 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0bb8b34c81908f817bb1fbcb1873 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c20aaf48190852334f9c76d0d18 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.