Triple
T12257763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bolton Wanderers Hall of Fame |
E292144
|
entity |
| Predicate | hasInductee |
P1750
|
FINISHED |
| Object |
Bruce Rioch
Bruce Rioch is a former Scottish footballer and manager best known for his successful managerial spells at clubs such as Bolton Wanderers and Arsenal.
|
E972893
|
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: Bruce Rioch | Statement: [Bolton Wanderers Hall of Fame, hasInductee, Bruce Rioch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Rioch Context triple: [Bolton Wanderers Hall of Fame, hasInductee, Bruce Rioch]
-
A.
Graeme Souness
Graeme Souness is a former Scottish footballer and manager best known as a dominant midfielder and captain for Liverpool and later as a successful but controversial manager and television pundit.
-
B.
Sir Bobby Robson
Sir Bobby Robson was a highly respected English football manager and former player, renowned for his successful spells with clubs and national teams including England, Barcelona, and Newcastle United.
-
C.
Kevin Keegan
Kevin Keegan is a former England international footballer and manager, renowned as a star forward in the 1970s and later a charismatic, attack-minded coach, particularly associated with Newcastle United and Liverpool.
-
D.
Billy McNeill
Billy McNeill was a legendary Scottish footballer and manager best known as the iconic Celtic defender who captained the club to their historic 1967 European Cup triumph.
-
E.
Bryan Robson
Bryan Robson is a former England international midfielder and long-serving Manchester United captain who later became a football manager.
- 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: Bruce Rioch Triple: [Bolton Wanderers Hall of Fame, hasInductee, Bruce Rioch]
Generated description
Bruce Rioch is a former Scottish footballer and manager best known for his successful managerial spells at clubs such as Bolton Wanderers and Arsenal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Rioch Target entity description: Bruce Rioch is a former Scottish footballer and manager best known for his successful managerial spells at clubs such as Bolton Wanderers and Arsenal.
-
A.
Graeme Souness
Graeme Souness is a former Scottish footballer and manager best known as a dominant midfielder and captain for Liverpool and later as a successful but controversial manager and television pundit.
-
B.
Sir Bobby Robson
Sir Bobby Robson was a highly respected English football manager and former player, renowned for his successful spells with clubs and national teams including England, Barcelona, and Newcastle United.
-
C.
Kevin Keegan
Kevin Keegan is a former England international footballer and manager, renowned as a star forward in the 1970s and later a charismatic, attack-minded coach, particularly associated with Newcastle United and Liverpool.
-
D.
Billy McNeill
Billy McNeill was a legendary Scottish footballer and manager best known as the iconic Celtic defender who captained the club to their historic 1967 European Cup triumph.
-
E.
Bryan Robson
Bryan Robson is a former England international midfielder and long-serving Manchester United captain who later became a football manager.
- 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.