Triple

T6708253
Position Surface form Disambiguated ID Type / Status
Subject Steph Houghton E153061 entity
Predicate spouse P13 FINISHED
Object Stephen Darby
Stephen Darby is an English former professional footballer, best known as a right-back for clubs including Liverpool and Bradford City, whose career was cut short by a motor neurone disease diagnosis.
E617888 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: Stephen Darby | Statement: [Steph Houghton, spouse, Stephen Darby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Darby
Context triple: [Steph Houghton, spouse, Stephen Darby]
  • A. Stan Meads
    Stan Meads was a New Zealand rugby union player and All Black lock, known both for his own strong international career and as the brother of legendary All Black Colin Meads.
  • B. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • C. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • D. Stephen Gibb
    Stephen Gibb is an American musician and guitarist, best known as the son of Bee Gees member Barry Gibb and for his work with various rock and metal bands.
  • E. Adrian Dowell
    Adrian Dowell is a collegiate sports executive who serves as the athletic director for the University of Nebraska Omaha’s Omaha Mavericks athletic program.
  • 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: Stephen Darby
Triple: [Steph Houghton, spouse, Stephen Darby]
Generated description
Stephen Darby is an English former professional footballer, best known as a right-back for clubs including Liverpool and Bradford City, whose career was cut short by a motor neurone disease diagnosis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Darby
Target entity description: Stephen Darby is an English former professional footballer, best known as a right-back for clubs including Liverpool and Bradford City, whose career was cut short by a motor neurone disease diagnosis.
  • A. Stan Meads
    Stan Meads was a New Zealand rugby union player and All Black lock, known both for his own strong international career and as the brother of legendary All Black Colin Meads.
  • B. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • C. Derek Dowding
    Derek Dowding was a Royal Air Force officer and the son of Air Chief Marshal Hugh Dowding, noted for his own distinguished service in military aviation.
  • D. Stephen Gibb
    Stephen Gibb is an American musician and guitarist, best known as the son of Bee Gees member Barry Gibb and for his work with various rock and metal bands.
  • E. Adrian Dowell
    Adrian Dowell is a collegiate sports executive who serves as the athletic director for the University of Nebraska Omaha’s Omaha Mavericks athletic program.
  • 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_69c68808d8d8819087369015270788fe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1049b7c8190a970a165d15b440b completed March 27, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7129620248190945b25dfda1e065e completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7146413748190b844d9422dce42c2 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:06 p.m.