Triple

T14699056
Position Surface form Disambiguated ID Type / Status
Subject Caroline Catz E345241 entity
Predicate spouse P13 FINISHED
Object Michael Higgs
Michael Higgs is a British actor known for his television roles, including appearances in series such as "The Bill" and "Bad Girls."
 E1123172 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: Michael Higgs | Statement: [Caroline Catz, spouse, Michael Higgs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Higgs
Context triple: [Caroline Catz, spouse, Michael Higgs]
  • A. Michael Harnett
    Michael Harnett is the birth name of Michael Hartnett, a prominent Irish poet known for his lyrical work in both English and Irish.
  • B. Michael Hewes
    Michael Hewes is a character in the television series "Damages," known primarily as the estranged son and frequent adversary of ruthless attorney Patty Hewes.
  • C. David Hartnett
    David Hartnett is a British civil servant best known for serving as the Permanent Secretary for Tax at HM Revenue and Customs, where he was the UK's top tax official.
  • D. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • E. Jonathan Gledhill
    Jonathan Gledhill was an English Anglican bishop who served in senior episcopal roles in the Church of England, including as Bishop of Stafford.
  • 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: Michael Higgs
Triple: [Caroline Catz, spouse, Michael Higgs]
Generated description
Michael Higgs is a British actor known for his television roles, including appearances in series such as "The Bill" and "Bad Girls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Higgs
Target entity description: Michael Higgs is a British actor known for his television roles, including appearances in series such as "The Bill" and "Bad Girls."
  • A. Michael Harnett
    Michael Harnett is the birth name of Michael Hartnett, a prominent Irish poet known for his lyrical work in both English and Irish.
  • B. Michael Hewes
    Michael Hewes is a character in the television series "Damages," known primarily as the estranged son and frequent adversary of ruthless attorney Patty Hewes.
  • C. David Hartnett
    David Hartnett is a British civil servant best known for serving as the Permanent Secretary for Tax at HM Revenue and Customs, where he was the UK's top tax official.
  • D. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • E. Jonathan Gledhill
    Jonathan Gledhill was an English Anglican bishop who served in senior episcopal roles in the Church of England, including as Bishop of Stafford.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb604f88081908a677175045496d0 completed April 14, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64ec72bc819085fa2c21487f297e completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe6575b5548190a4298b24a1ac736c completed May 8, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe6612d76c8190913a584954a2c04c completed May 8, 2026, 10:39 p.m.
Created at: April 10, 2026, 1:28 a.m.