Triple

T23069467
Position Surface form Disambiguated ID Type / Status
Subject Kate Gross E575150 entity
Predicate spouse P13 FINISHED
Object Billy Boyle
Billy Boyle is the husband of the late British civil servant and author Kate Gross, known for supporting her through her cancer diagnosis and preserving her legacy after her death.
E1568491 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: Billy Boyle | Statement: [Kate Gross, spouse, Billy Boyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Boyle
Context triple: [Kate Gross, spouse, Billy Boyle]
  • A. Paul Rawlins
    Paul Rawlins is an individual known primarily as the sibling of Charlie Rawlins.
  • B. Roy Cropper
    Roy Cropper is a long-standing, kind-hearted café owner and beloved character from the British soap opera "Coronation Street."
  • C. Tom Barnaby
    Tom Barnaby is the central detective protagonist of Caroline Graham’s crime novels, best known as the methodical and perceptive chief inspector in the Midsomer Murders stories.
  • D. Robert Scobie
    Robert Scobie was an Australian politician who served as a member of the New South Wales Legislative Assembly in the early 20th century.
  • E. Inspector Gregson
    Inspector Gregson is a Scotland Yard detective in Arthur Conan Doyle’s Sherlock Holmes stories, often portrayed as competent but outshone by Holmes’s superior deductive abilities.
  • 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: Billy Boyle
Triple: [Kate Gross, spouse, Billy Boyle]
Generated description
Billy Boyle is the husband of the late British civil servant and author Kate Gross, known for supporting her through her cancer diagnosis and preserving her legacy after her death.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Boyle
Target entity description: Billy Boyle is the husband of the late British civil servant and author Kate Gross, known for supporting her through her cancer diagnosis and preserving her legacy after her death.
  • A. Paul Rawlins
    Paul Rawlins is an individual known primarily as the sibling of Charlie Rawlins.
  • B. Roy Cropper
    Roy Cropper is a long-standing, kind-hearted café owner and beloved character from the British soap opera "Coronation Street."
  • C. Tom Barnaby
    Tom Barnaby is the central detective protagonist of Caroline Graham’s crime novels, best known as the methodical and perceptive chief inspector in the Midsomer Murders stories.
  • D. Robert Scobie
    Robert Scobie was an Australian politician who served as a member of the New South Wales Legislative Assembly in the early 20th century.
  • E. Inspector Gregson
    Inspector Gregson is a Scotland Yard detective in Arthur Conan Doyle’s Sherlock Holmes stories, often portrayed as competent but outshone by Holmes’s superior deductive abilities.
  • 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_69e245bd6e4c8190bb8942245b68cad5 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f189a676c08190863c034663406018 completed April 29, 2026, 4:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0aef03e08190884fa1ba9a92baf7 completed May 19, 2026, 7:02 a.m.
NEDg Description generation batch_6a0c0e82010c8190b97e9f69ab6ba138 completed May 19, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0ef4f6848190b149aef73c970283 completed May 19, 2026, 7:19 a.m.
Created at: April 17, 2026, 3:55 p.m.