Triple
T3679455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huyton |
E78074
|
entity |
| Predicate | notableResident |
P1092
|
FINISHED |
| Object |
Joey Barton
Joey Barton is an English former professional footballer and manager known for his combative midfield style and frequent controversies on and off the pitch.
|
E379580
|
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: Joey Barton | Statement: [Huyton, notableResident, Joey Barton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joey Barton Context triple: [Huyton, notableResident, Joey Barton]
-
A.
Darren Fletcher
Darren Fletcher is a Scottish former professional footballer best known as a long-serving midfielder for Manchester United and the Scotland national team.
-
B.
Craig Bellamy
Craig Bellamy is a highly successful Australian rugby league coach renowned for transforming the Melbourne Storm into one of the NRL’s most dominant and consistently competitive clubs.
-
C.
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.
-
D.
Steven Davis
Steven Davis is a Northern Irish professional footballer and midfielder renowned for his long international career and captaincy of the Northern Ireland national team, as well as successful club spells with Rangers and Southampton.
-
E.
John McGinn
John McGinn is a Scottish professional footballer and influential midfielder known for his energy, tenacity, and leadership for both Aston Villa and the Scotland national team.
- 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: Joey Barton Triple: [Huyton, notableResident, Joey Barton]
Generated description
Joey Barton is an English former professional footballer and manager known for his combative midfield style and frequent controversies on and off the pitch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joey Barton Target entity description: Joey Barton is an English former professional footballer and manager known for his combative midfield style and frequent controversies on and off the pitch.
-
A.
Darren Fletcher
Darren Fletcher is a Scottish former professional footballer best known as a long-serving midfielder for Manchester United and the Scotland national team.
-
B.
Craig Bellamy
Craig Bellamy is a highly successful Australian rugby league coach renowned for transforming the Melbourne Storm into one of the NRL’s most dominant and consistently competitive clubs.
-
C.
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.
-
D.
Steven Davis
Steven Davis is a Northern Irish professional footballer and midfielder renowned for his long international career and captaincy of the Northern Ireland national team, as well as successful club spells with Rangers and Southampton.
-
E.
John McGinn
John McGinn is a Scottish professional footballer and influential midfielder known for his energy, tenacity, and leadership for both Aston Villa and the Scotland national team.
- 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_69ad85e18c1c8190be8aafb227f39f48 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc49039308190b33082e2b58aa5cf |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3a9c6f48190a44b3b2dab37268d |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c4b6dfa48190aaa53e5d1677c0a1 |
completed | March 14, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c57d12408190baa63a3714c38dea |
completed | March 14, 2026, 2:18 a.m. |
Created at: March 8, 2026, 3:25 p.m.