Triple

T21652850
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Ashley E534380 entity
Predicate spouse P13 FINISHED
Object James McCarthy
James McCarthy is the husband of American actress Elizabeth Ashley, known primarily in relation to her career in film, television, and theater.
E1495447 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: James McCarthy | Statement: [Elizabeth Ashley, spouse, James McCarthy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James McCarthy
Context triple: [Elizabeth Ashley, spouse, James McCarthy]
  • A. Seamus Frederick Mallon
    Seamus Frederick Mallon was an Irish nationalist politician from Northern Ireland who served as deputy leader of the Social Democratic and Labour Party (SDLP) and was a key figure in the Northern Ireland peace process.
  • B. Seamus Costello
    Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
  • C. Liam Lynch
    Liam Lynch is an American musician, filmmaker, and comedian best known for his work in music videos, comedy projects, and collaborations with acts like Tenacious D.
  • D. Liam Lynch
    Liam Lynch was a prominent Irish republican military leader who served as chief of staff of the anti-Treaty IRA during the Irish Civil War.
  • E. Seamus McGarvey
    Seamus McGarvey is an acclaimed Irish cinematographer known for his visually striking work on major films such as Atonement, Avengers Assemble, and Godzilla (2014).
  • 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: James McCarthy
Triple: [Elizabeth Ashley, spouse, James McCarthy]
Generated description
James McCarthy is the husband of American actress Elizabeth Ashley, known primarily in relation to her career in film, television, and theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James McCarthy
Target entity description: James McCarthy is the husband of American actress Elizabeth Ashley, known primarily in relation to her career in film, television, and theater.
  • A. Seamus Frederick Mallon
    Seamus Frederick Mallon was an Irish nationalist politician from Northern Ireland who served as deputy leader of the Social Democratic and Labour Party (SDLP) and was a key figure in the Northern Ireland peace process.
  • B. Seamus Costello
    Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
  • C. Liam Lynch
    Liam Lynch is an American musician, filmmaker, and comedian best known for his work in music videos, comedy projects, and collaborations with acts like Tenacious D.
  • D. Liam Lynch
    Liam Lynch was a prominent Irish republican military leader who served as chief of staff of the anti-Treaty IRA during the Irish Civil War.
  • E. Seamus McGarvey
    Seamus McGarvey is an acclaimed Irish cinematographer known for his visually striking work on major films such as Atonement, Avengers Assemble, and Godzilla (2014).
  • 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_69e0c466aec88190ba39c7543dbc8ba2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef591594a08190bf0ddd0a0c0922ba completed April 27, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a15960e348190b944ee34d80cd8a8 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.