Triple

T8374255
Position Surface form Disambiguated ID Type / Status
Subject Kevin McClory E197534 entity
Predicate spouse P13 FINISHED
Object Elizabeth O'Hara
Elizabeth O'Hara is best known as the wife of Irish film producer and screenwriter Kevin McClory, who was closely associated with the James Bond franchise.
 E761469 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: Elizabeth O'Hara | Statement: [Kevin McClory, spouse, Elizabeth O'Hara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth O'Hara
Context triple: [Kevin McClory, spouse, Elizabeth O'Hara]
  • A. Elizabeth O’Halloran
    Elizabeth O’Halloran is a writer associated with the figure Edie, likely known for work related to or about her.
  • B. Kate O'Brien
    Kate O'Brien is a witty, down-to-earth best friend and co-worker of Drew Carey on the sitcom "The Drew Carey Show," known for her sharp humor and long-running will-they-won't-they dynamic with the title character.
  • C. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • D. Harriet Gibney
    Harriet Gibney was the first wife of prominent American clergyman and civil rights activist William Sloane Coffin Jr.
  • E. Jill O'Hara
    Jill O'Hara is an American actress and singer best known for her work on Broadway, including originating the role of Fran Kubelik in the musical "Promises, Promises."
  • 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: Elizabeth O'Hara
Triple: [Kevin McClory, spouse, Elizabeth O'Hara]
Generated description
Elizabeth O'Hara is best known as the wife of Irish film producer and screenwriter Kevin McClory, who was closely associated with the James Bond franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth O'Hara
Target entity description: Elizabeth O'Hara is best known as the wife of Irish film producer and screenwriter Kevin McClory, who was closely associated with the James Bond franchise.
  • A. Elizabeth O’Halloran
    Elizabeth O’Halloran is a writer associated with the figure Edie, likely known for work related to or about her.
  • B. Kate O'Brien
    Kate O'Brien is a witty, down-to-earth best friend and co-worker of Drew Carey on the sitcom "The Drew Carey Show," known for her sharp humor and long-running will-they-won't-they dynamic with the title character.
  • C. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • D. Harriet Gibney
    Harriet Gibney was the first wife of prominent American clergyman and civil rights activist William Sloane Coffin Jr.
  • E. Jill O'Hara
    Jill O'Hara is an American actress and singer best known for her work on Broadway, including originating the role of Fran Kubelik in the musical "Promises, Promises."
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a996ec819083ce2607c0cdab7f completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf887208188190902ad8be01397371 completed April 3, 2026, 9:29 a.m.
NEDg Description generation batch_69cf8c85e154819098b446ac0acac880 completed April 3, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf8cda73588190b1fe48ba512d302d completed April 3, 2026, 9:48 a.m.
Created at: March 30, 2026, 6:01 p.m.