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.