Triple
T12257799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bolton Wanderers Hall of Fame |
E292144
|
entity |
| Predicate | hasInductee |
P1750
|
FINISHED |
| Object |
Gary Speed
Gary Speed was a Welsh professional footballer and manager renowned for his long Premier League career, especially with Leeds United, Everton, Newcastle United and Bolton Wanderers, and for his influential role as Wales national team manager.
|
E972906
|
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: Gary Speed | Statement: [Bolton Wanderers Hall of Fame, hasInductee, Gary Speed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Speed Context triple: [Bolton Wanderers Hall of Fame, hasInductee, Gary Speed]
-
A.
Phil Neville
Phil Neville is a former English professional footballer and coach best known for his long spells at Manchester United and Everton, as well as managing the England women's national team and Inter Miami CF.
-
B.
John Barnes
John Barnes is a former professional footballer best known as a star winger for Liverpool and the England national team during the 1980s and early 1990s.
-
C.
John Barnes
John Barnes is a music producer known for his work on the pop album "Dream Street."
-
D.
Teddy Sheringham
Teddy Sheringham is a former English professional footballer, best known as a prolific forward for clubs like Tottenham Hotspur and Manchester United and as a member of England’s national team.
-
E.
Nicky Butt
Nicky Butt is a former Manchester United and England midfielder who later became a football coach and co-owner of lower-league club Salford City.
- 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: Gary Speed Triple: [Bolton Wanderers Hall of Fame, hasInductee, Gary Speed]
Generated description
Gary Speed was a Welsh professional footballer and manager renowned for his long Premier League career, especially with Leeds United, Everton, Newcastle United and Bolton Wanderers, and for his influential role as Wales national team manager.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Speed Target entity description: Gary Speed was a Welsh professional footballer and manager renowned for his long Premier League career, especially with Leeds United, Everton, Newcastle United and Bolton Wanderers, and for his influential role as Wales national team manager.
-
A.
Phil Neville
Phil Neville is a former English professional footballer and coach best known for his long spells at Manchester United and Everton, as well as managing the England women's national team and Inter Miami CF.
-
B.
John Barnes
John Barnes is a former professional footballer best known as a star winger for Liverpool and the England national team during the 1980s and early 1990s.
-
C.
John Barnes
John Barnes is a music producer known for his work on the pop album "Dream Street."
-
D.
Teddy Sheringham
Teddy Sheringham is a former English professional footballer, best known as a prolific forward for clubs like Tottenham Hotspur and Manchester United and as a member of England’s national team.
-
E.
Nicky Butt
Nicky Butt is a former Manchester United and England midfielder who later became a football coach and co-owner of lower-league club Salford City.
- 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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ccadc3c81908fe68adc3fdcc851 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60abfc8588190ab9300c6e5e59092 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f61a13fd1481908a06ca65b276e0e1 |
completed | May 2, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f61ad2bd0c8190ada37bc1f8ae160f |
completed | May 2, 2026, 3:40 p.m. |
Created at: April 8, 2026, 9:52 p.m.