Triple

T10470199
Position Surface form Disambiguated ID Type / Status
Subject Before Night Falls E246903 entity
Predicate screenwriter P2831 FINISHED
Object Cunningham O'Keefe
Cunningham O'Keefe is a screenwriter best known for co-writing the film adaptation of Reinaldo Arenas's memoir "Before Night Falls."
E864622 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: Cunningham O'Keefe | Statement: [Before Night Falls, screenwriter, Cunningham O'Keefe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cunningham O'Keefe
Context triple: [Before Night Falls, screenwriter, Cunningham O'Keefe]
  • A. Connaire McGreevy
    Connaire McGreevy is a Northern Irish businessman and football executive best known for leading Warrenpoint Town F.C. as its chairman.
  • B. Oran Kearney
    Oran Kearney is a Northern Irish football manager and former player best known for his successful spells in charge of Coleraine FC and his tenure as manager of St Mirren in the Scottish Premiership.
  • C. Charles O’Curran
    Charles O’Curran was an American choreographer and director best known for his work in Hollywood musicals and for being married to actress and singer Betty Hutton.
  • D. Day O’Connor
    Day O’Connor is the family name of Sandra Day O’Connor, the first woman to serve as a Justice on the United States Supreme Court.
  • E. Francis O'Connor
    Francis O'Connor was a member of the O'Connor family associated with Irish political figure Feargus O'Connor, likely 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: Cunningham O'Keefe
Triple: [Before Night Falls, screenwriter, Cunningham O'Keefe]
Generated description
Cunningham O'Keefe is a screenwriter best known for co-writing the film adaptation of Reinaldo Arenas's memoir "Before Night Falls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cunningham O'Keefe
Target entity description: Cunningham O'Keefe is a screenwriter best known for co-writing the film adaptation of Reinaldo Arenas's memoir "Before Night Falls."
  • A. Connaire McGreevy
    Connaire McGreevy is a Northern Irish businessman and football executive best known for leading Warrenpoint Town F.C. as its chairman.
  • B. Oran Kearney
    Oran Kearney is a Northern Irish football manager and former player best known for his successful spells in charge of Coleraine FC and his tenure as manager of St Mirren in the Scottish Premiership.
  • C. Charles O’Curran
    Charles O’Curran was an American choreographer and director best known for his work in Hollywood musicals and for being married to actress and singer Betty Hutton.
  • D. Day O’Connor
    Day O’Connor is the family name of Sandra Day O’Connor, the first woman to serve as a Justice on the United States Supreme Court.
  • E. Francis O'Connor
    Francis O'Connor was a member of the O'Connor family associated with Irish political figure Feargus O'Connor, likely 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509305fec81908b1acd91ae1f875d completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d89ffdfd988190a37b3444d096e678 completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a166404881909c28141fefea2936 completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2c550ac81908444c6abfe14698a completed April 10, 2026, 7:12 a.m.
Created at: April 6, 2026, 12:20 p.m.