Triple

T18507595
Position Surface form Disambiguated ID Type / Status
Subject Tom Hayden E452239 entity
Predicate spouse P13 FINISHED
Object Barbara Williams
Barbara Williams is a Canadian-born actress and singer known for her work in film, television, and theater, as well as for her long involvement in progressive political and social causes.
E463121 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: Barbara Williams | Statement: [Tom Hayden, spouse, Barbara Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Williams
Context triple: [Tom Hayden, spouse, Barbara Williams]
  • A. Barbara Williams
    Barbara Williams is a Canadian-American actress known for her film and television work, including a prominent role opposite Richard Pryor in the semi-autobiographical drama "Jo Jo Dancer, Your Life Is Calling."
  • B. Barbara Reynolds
    Barbara Reynolds is a recurring character on the TV show "It's Always Sunny in Philadelphia," known as the wealthy, cold, and manipulative mother of Deandra "Sweet Dee" Reynolds.
  • C. Barbara Young
    Barbara Young was a British actress known for her extensive work in television, film, and theatre, including roles in series such as Coronation Street and Family Affairs.
  • D. Betty Williams
    Betty Williams was a Northern Irish peace activist and co-founder of the Community of Peace People, recognized internationally for her efforts to end sectarian violence in Northern Ireland.
  • E. Barbara Fitts
    Barbara Fitts is a fictional character from the film "American Beauty," portrayed as the emotionally withdrawn wife of Colonel Frank Fitts.
  • 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: Barbara Williams
Triple: [Tom Hayden, spouse, Barbara Williams]
Generated description
Barbara Williams is a Canadian-born actress and singer known for her work in film, television, and theater, as well as for her long involvement in progressive political and social causes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Williams
Target entity description: Barbara Williams is a Canadian-born actress and singer known for her work in film, television, and theater, as well as for her long involvement in progressive political and social causes.
  • A. Barbara Williams chosen
    Barbara Williams is a Canadian-American actress known for her film and television work, including a prominent role opposite Richard Pryor in the semi-autobiographical drama "Jo Jo Dancer, Your Life Is Calling."
  • B. Barbara Reynolds
    Barbara Reynolds is a recurring character on the TV show "It's Always Sunny in Philadelphia," known as the wealthy, cold, and manipulative mother of Deandra "Sweet Dee" Reynolds.
  • C. Barbara Young
    Barbara Young was a British actress known for her extensive work in television, film, and theatre, including roles in series such as Coronation Street and Family Affairs.
  • D. Betty Williams
    Betty Williams was a Northern Irish peace activist and co-founder of the Community of Peace People, recognized internationally for her efforts to end sectarian violence in Northern Ireland.
  • E. Barbara Fitts
    Barbara Fitts is a fictional character from the film "American Beauty," portrayed as the emotionally withdrawn wife of Colonel Frank Fitts.
  • F. None of above.

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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f2593e48190a2c23077d4917212 completed May 19, 2026, 10:44 a.m.
NEDg Description generation batch_6a0c4008c4a881908ad49e733b549036 completed May 19, 2026, 10:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 10, 2026, 11:36 a.m.