Triple

T5203561
Position Surface form Disambiguated ID Type / Status
Subject Last Chance Harvey E117452 entity
Predicate castMember P1668 FINISHED
Object Bronagh Gallagher
Bronagh Gallagher is an Irish actress and singer known for her roles in films such as "The Commitments," "Pulp Fiction," and "Last Chance Harvey."
 E501031 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: Bronagh Gallagher | Statement: [Last Chance Harvey, castMember, Bronagh Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bronagh Gallagher
Context triple: [Last Chance Harvey, castMember, Bronagh Gallagher]
  • A. Eithne Brennan
    Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
  • B. Orla Fitzgerald
    Orla Fitzgerald is an Irish actress best known for her role in the historical drama film "The Wind That Shakes the Barley."
  • C. Orla Brady
    Orla Brady is an Irish actress known for her work in television, film, and theatre, including prominent roles in series such as "Doctor Who," "Fringe," and "Into the Badlands."
  • D. Meabh Flynn
    Meabh Flynn is a British filmmaker and music video director best known for her creative collaborations with and marriage to musician Peter Gabriel.
  • E. Finola Hughes
    Finola Hughes is a British actress, television host, and dancer best known for her long-running role as Anna Devane on the soap opera "General Hospital."
  • 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: Bronagh Gallagher
Triple: [Last Chance Harvey, castMember, Bronagh Gallagher]
Generated description
Bronagh Gallagher is an Irish actress and singer known for her roles in films such as "The Commitments," "Pulp Fiction," and "Last Chance Harvey."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bronagh Gallagher
Target entity description: Bronagh Gallagher is an Irish actress and singer known for her roles in films such as "The Commitments," "Pulp Fiction," and "Last Chance Harvey."
  • A. Eithne Brennan
    Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
  • B. Orla Fitzgerald
    Orla Fitzgerald is an Irish actress best known for her role in the historical drama film "The Wind That Shakes the Barley."
  • C. Orla Brady
    Orla Brady is an Irish actress known for her work in television, film, and theatre, including prominent roles in series such as "Doctor Who," "Fringe," and "Into the Badlands."
  • D. Meabh Flynn
    Meabh Flynn is a British filmmaker and music video director best known for her creative collaborations with and marriage to musician Peter Gabriel.
  • E. Finola Hughes
    Finola Hughes is a British actress, television host, and dancer best known for her long-running role as Anna Devane on the soap opera "General Hospital."
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a46393c81908da08f4fbfb6147d completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0a8ae0881909ce3173b73c2b749 completed March 21, 2026, 6:17 p.m.
NEDg Description generation batch_69bee61df9b4819092e4801195da2462 completed March 21, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69bee67364588190b5d8f31af7adf1f4 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:47 p.m.