Triple

T341964
Position Surface form Disambiguated ID Type / Status
Subject Paul McCartney E6854 entity
Predicate spouse P13 FINISHED
Object Heather Mills
Heather Mills is an English former model and businesswoman best known for her high-profile marriage to and divorce from musician Paul McCartney, as well as her work in animal rights activism.
E43660 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: Heather Mills | Statement: [Paul McCartney, spouse, Heather Mills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Mills
Context triple: [Paul McCartney, spouse, Heather Mills]
  • A. Holly Branson
    Holly Branson is a British businesswoman and philanthropist who plays a leading role in the Virgin Group’s social and charitable initiatives.
  • B. Katherine Rogers
    Katherine Rogers was the mother of John Harvard, the English clergyman whose bequest helped found Harvard College in colonial Massachusetts.
  • C. Patti Scialfa
    Patti Scialfa is an American singer-songwriter and guitarist best known as a longtime member of Bruce Springsteen's E Street Band and as his wife.
  • D. Katie Holmes
    Katie Holmes is an American actress best known for her role as Joey Potter on the television series "Dawson's Creek" and for her work in film and theater.
  • E. Patti Davis
    Patti Davis is an American author and actress best known as the daughter of former U.S. President Ronald Reagan and First Lady Nancy Reagan.
  • 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: Heather Mills
Triple: [Paul McCartney, spouse, Heather Mills]
Generated description
Heather Mills is an English former model and businesswoman best known for her high-profile marriage to and divorce from musician Paul McCartney, as well as her work in animal rights activism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Mills
Target entity description: Heather Mills is an English former model and businesswoman best known for her high-profile marriage to and divorce from musician Paul McCartney, as well as her work in animal rights activism.
  • A. Holly Branson
    Holly Branson is a British businesswoman and philanthropist who plays a leading role in the Virgin Group’s social and charitable initiatives.
  • B. Katherine Rogers
    Katherine Rogers was the mother of John Harvard, the English clergyman whose bequest helped found Harvard College in colonial Massachusetts.
  • C. Patti Scialfa
    Patti Scialfa is an American singer-songwriter and guitarist best known as a longtime member of Bruce Springsteen's E Street Band and as his wife.
  • D. Katie Holmes
    Katie Holmes is an American actress best known for her role as Joey Potter on the television series "Dawson's Creek" and for her work in film and theater.
  • E. Patti Davis
    Patti Davis is an American author and actress best known as the daughter of former U.S. President Ronald Reagan and First Lady Nancy Reagan.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eafef8c88190a5932eb2c6ac4a5d completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d4e883ac81909f2acb66b7bfa540 completed March 1, 2026, 5:55 a.m.
NEDg Description generation batch_69a3d56bead08190aefe0a5c6fef843e completed March 1, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69a3d62b40148190819686eda8669d6d completed March 1, 2026, 6:01 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.