Triple

T2371366
Position Surface form Disambiguated ID Type / Status
Subject Gert Boyle E46096 entity
Predicate spouse P13 FINISHED
Object Neal Boyle
Neal Boyle was an American businessman best known as the husband and business partner of Columbia Sportswear matriarch Gert Boyle.
E267322 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: Neal Boyle | Statement: [Gert Boyle, spouse, Neal Boyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neal Boyle
Context triple: [Gert Boyle, spouse, Neal Boyle]
  • A. Don Nicholl
    Don Nicholl was a British-born television writer and producer best known for co-creating influential American sitcoms in the 1970s and 1980s.
  • B. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • C. Gert Boyle
    Gert Boyle was an American businesswoman and longtime chair of Columbia Sportswear, widely known for her “One Tough Mother” persona and pivotal role in building the company into a global outdoor apparel brand.
  • D. John Hull
    John Hull was a prominent 17th-century Boston merchant, silversmith, and colonial official best known for serving as the Massachusetts Bay Colony’s mintmaster.
  • E. George Boyne
    George Boyne is a British academic and university leader who serves as Principal and Vice-Chancellor of the University of Aberdeen.
  • 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: Neal Boyle
Triple: [Gert Boyle, spouse, Neal Boyle]
Generated description
Neal Boyle was an American businessman best known as the husband and business partner of Columbia Sportswear matriarch Gert Boyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neal Boyle
Target entity description: Neal Boyle was an American businessman best known as the husband and business partner of Columbia Sportswear matriarch Gert Boyle.
  • A. Don Nicholl
    Don Nicholl was a British-born television writer and producer best known for co-creating influential American sitcoms in the 1970s and 1980s.
  • B. Steven Pemberton
    Steven Pemberton is a British computer scientist and software engineer known for his work on programming languages, web standards, and contributions to the development of ABC and early Python influences.
  • C. Gert Boyle
    Gert Boyle was an American businesswoman and longtime chair of Columbia Sportswear, widely known for her “One Tough Mother” persona and pivotal role in building the company into a global outdoor apparel brand.
  • D. John Hull
    John Hull was a prominent 17th-century Boston merchant, silversmith, and colonial official best known for serving as the Massachusetts Bay Colony’s mintmaster.
  • E. George Boyne
    George Boyne is a British academic and university leader who serves as Principal and Vice-Chancellor of the University of Aberdeen.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc771302481908540e31abb5aeeba completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef094fd8081909fc9a19f3e36c0d0 completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef252765081909e36c8355cb14c18 completed March 9, 2026, 4:16 p.m.
NED2 Entity disambiguation (via description) batch_69aef5b78e248190b1f064f3942a24ff completed March 9, 2026, 4:30 p.m.
Created at: March 4, 2026, 7:56 p.m.