Triple

T13668432
Position Surface form Disambiguated ID Type / Status
Subject John Brophy E327685 entity
Predicate familyName P18 FINISHED
Object Brophy
Brophy is a surname of Irish origin borne by various notable individuals across fields such as sports, politics, and the arts.
 E1052935 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: Brophy | Statement: [John Brophy, familyName, Brophy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brophy
Context triple: [John Brophy, familyName, Brophy]
  • A. Leahey
    Leahey is a surname variant of Leahy, an Irish family name of Gaelic origin.
  • B. Keefer
    Keefer was a distinguished racing greyhound renowned for its achievements on the track, earning induction into the Greyhound Hall of Fame.
  • C. Grier
    Grier is the surname of Pam Grier, an influential American actress renowned for her groundbreaking roles in 1970s blaxploitation films.
  • D. Bickford
    Bickford is an English-language surname borne by various notable individuals across fields such as acting, politics, and sports.
  • E. Keoghan
    Keoghan is an Irish surname most prominently associated with actor Barry Keoghan, known for his roles in films such as "The Banshees of Inisherin" and "Dunkirk."
  • 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: Brophy
Triple: [John Brophy, familyName, Brophy]
Generated description
Brophy is a surname of Irish origin borne by various notable individuals across fields such as sports, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brophy
Target entity description: Brophy is a surname of Irish origin borne by various notable individuals across fields such as sports, politics, and the arts.
  • A. Leahey
    Leahey is a surname variant of Leahy, an Irish family name of Gaelic origin.
  • B. Keefer
    Keefer was a distinguished racing greyhound renowned for its achievements on the track, earning induction into the Greyhound Hall of Fame.
  • C. Grier
    Grier is the surname of Pam Grier, an influential American actress renowned for her groundbreaking roles in 1970s blaxploitation films.
  • D. Bickford
    Bickford is an English-language surname borne by various notable individuals across fields such as acting, politics, and sports.
  • E. Keoghan
    Keoghan is an Irish surname most prominently associated with actor Barry Keoghan, known for his roles in films such as "The Banshees of Inisherin" and "Dunkirk."
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65832688190aea688fee0a7cbdb completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0f56048190bcbc6581a8cdc0f5 completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6d74bc8190ad5476a06e8fd8ad completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:52 p.m.