Triple

T2592577
Position Surface form Disambiguated ID Type / Status
Subject John Tory E58154 entity
Predicate spouse P13 FINISHED
Object Barbara Hackett
Barbara Hackett is a Canadian businesswoman and home renovator best known as the wife of former Toronto mayor John Tory.
 E511127 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 Hackett | Statement: [John Tory, spouse, Barbara Hackett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Hackett
Context triple: [John Tory, spouse, Barbara Hackett]
  • A. Barbara DeGenevieve
    Barbara DeGenevieve was an American artist, photographer, and educator known for her provocative explorations of sexuality, gender, and power dynamics in contemporary art.
  • B. Patricia Strawn
    Patricia Strawn is known as the wife of American film producer Samuel Goldwyn Jr., a prominent figure in the Hollywood film industry.
  • C. Pegi Young
    Pegi Young was an American singer-songwriter, educator, and philanthropist known for her solo music career, work with the band The Survivors, and co-founding the Bridge School for children with severe speech and physical impairments.
  • D. Anita Morris
    Anita Morris was an American actress, singer, and dancer known for her sultry screen presence and scene-stealing roles in film, television, and on Broadway.
  • E. Barbara Luddy
    Barbara Luddy was an American voice actress best known for her work in classic Disney animated films, including voicing the title character in "Lady and the Tramp."
  • 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 Hackett
Triple: [John Tory, spouse, Barbara Hackett]
Generated description
Barbara Hackett is a Canadian businesswoman and home renovator best known as the wife of former Toronto mayor John Tory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Hackett
Target entity description: Barbara Hackett is a Canadian businesswoman and home renovator best known as the wife of former Toronto mayor John Tory.
  • A. Barbara DeGenevieve
    Barbara DeGenevieve was an American artist, photographer, and educator known for her provocative explorations of sexuality, gender, and power dynamics in contemporary art.
  • B. Patricia Strawn
    Patricia Strawn is known as the wife of American film producer Samuel Goldwyn Jr., a prominent figure in the Hollywood film industry.
  • C. Pegi Young
    Pegi Young was an American singer-songwriter, educator, and philanthropist known for her solo music career, work with the band The Survivors, and co-founding the Bridge School for children with severe speech and physical impairments.
  • D. Anita Morris
    Anita Morris was an American actress, singer, and dancer known for her sultry screen presence and scene-stealing roles in film, television, and on Broadway.
  • E. Barbara Luddy
    Barbara Luddy was an American voice actress best known for her work in classic Disney animated films, including voicing the title character in "Lady and the Tramp."
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd425851c819088db89713c07056f completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf185542508190ad71b753bda5d1a3 completed March 21, 2026, 10:14 p.m.
NEDg Description generation batch_69bf18e85d1c819090dfb9642d9f7a19 completed March 21, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf193c4e8881909357a21c234b9bfa completed March 21, 2026, 10:18 p.m.
Created at: March 6, 2026, 9:49 p.m.