Triple

T20793669
Position Surface form Disambiguated ID Type / Status
Subject Jack Halford E511845 entity
Predicate spouse P13 FINISHED
Object Mary Halford
Mary Halford is a fictional character in the British TV series "New Tricks," known primarily as the late wife of Detective Superintendent Jack Halford, whose death deeply influences his storyline.
E1451320 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: Mary Halford | Statement: [Jack Halford, spouse, Mary Halford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Halford
Context triple: [Jack Halford, spouse, Mary Halford]
  • A. Sally Halford
    Sally Halford is the first wife of the late Canadian politician and former New Democratic Party leader Jack Layton.
  • B. Mary Langford
    Mary Langford was an English gentlewoman of the early 17th century best known as the mother of Edward Hyde, 1st Earl of Clarendon, a prominent statesman and historian under King Charles II.
  • C. Helena Shipman
    Helena Shipman was an American actress best known as the mother of actor Brian Keith and for her work in early 20th-century stage and screen productions.
  • D. Mary Appleby
    Mary Appleby is known as the spouse of Richard Butler.
  • E. Dorothea McCloy
    Dorothea McCloy was the wife of American politician and Maine governor U.S. Senator Owen Brewster.
  • 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: Mary Halford
Triple: [Jack Halford, spouse, Mary Halford]
Generated description
Mary Halford is a fictional character in the British TV series "New Tricks," known primarily as the late wife of Detective Superintendent Jack Halford, whose death deeply influences his storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Halford
Target entity description: Mary Halford is a fictional character in the British TV series "New Tricks," known primarily as the late wife of Detective Superintendent Jack Halford, whose death deeply influences his storyline.
  • A. Sally Halford
    Sally Halford is the first wife of the late Canadian politician and former New Democratic Party leader Jack Layton.
  • B. Mary Langford
    Mary Langford was an English gentlewoman of the early 17th century best known as the mother of Edward Hyde, 1st Earl of Clarendon, a prominent statesman and historian under King Charles II.
  • C. Helena Shipman
    Helena Shipman was an American actress best known as the mother of actor Brian Keith and for her work in early 20th-century stage and screen productions.
  • D. Mary Appleby
    Mary Appleby is known as the spouse of Richard Butler.
  • E. Dorothea McCloy
    Dorothea McCloy was the wife of American politician and Maine governor U.S. Senator Owen Brewster.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2aadd7081908c6343821e8c655c completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.