Triple
T20010076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hartlepool United F.C. |
E494565
|
entity |
| Predicate | notableManager |
P896
|
FINISHED |
| Object |
Neale Cooper
Neale Cooper was a Scottish footballer and manager best known for his successful spell in charge of Hartlepool United, where he led the club to promotion and some of the most memorable seasons in its history.
|
E1406070
|
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: Neale Cooper | Statement: [Hartlepool United F.C., notableManager, Neale Cooper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neale Cooper Context triple: [Hartlepool United F.C., notableManager, Neale Cooper]
-
A.
Mark Neale
Mark Neale is a British film and music video director best known for his visually distinctive work with major rock and electronic artists and for directing motorcycle racing documentaries.
-
B.
Neale Hanvey
Neale Hanvey is a Scottish politician who has served as the Member of Parliament for the Kirkcaldy and Cowdenbeath constituency.
-
C.
Phil Nevin
Phil Nevin is a former Major League Baseball third baseman and manager best known for his All-Star playing career in the 1990s and 2000s and later managerial roles, including with the Los Angeles Angels.
-
D.
Rob Couhig
Rob Couhig is an American businessman and lawyer known for owning and leading English football club Wycombe Wanderers.
-
E.
Wayne Parnell
Wayne Parnell is a South African left-arm fast-medium bowler and all-rounder known for his impactful performances in international limited-overs cricket.
- 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: Neale Cooper Triple: [Hartlepool United F.C., notableManager, Neale Cooper]
Generated description
Neale Cooper was a Scottish footballer and manager best known for his successful spell in charge of Hartlepool United, where he led the club to promotion and some of the most memorable seasons in its history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neale Cooper Target entity description: Neale Cooper was a Scottish footballer and manager best known for his successful spell in charge of Hartlepool United, where he led the club to promotion and some of the most memorable seasons in its history.
-
A.
Mark Neale
Mark Neale is a British film and music video director best known for his visually distinctive work with major rock and electronic artists and for directing motorcycle racing documentaries.
-
B.
Neale Hanvey
Neale Hanvey is a Scottish politician who has served as the Member of Parliament for the Kirkcaldy and Cowdenbeath constituency.
-
C.
Phil Nevin
Phil Nevin is a former Major League Baseball third baseman and manager best known for his All-Star playing career in the 1990s and 2000s and later managerial roles, including with the Los Angeles Angels.
-
D.
Rob Couhig
Rob Couhig is an American businessman and lawyer known for owning and leading English football club Wycombe Wanderers.
-
E.
Wayne Parnell
Wayne Parnell is a South African left-arm fast-medium bowler and all-rounder known for his impactful performances in international limited-overs cricket.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a81c5881909692fcaaf59a57c9 |
completed | April 20, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080511e050819096355be6c8d138e5 |
completed | May 16, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_6a08061f6aa08190a7c8b4fc55ea1400 |
completed | May 16, 2026, 5:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080706231c819081499808132fad82 |
completed | May 16, 2026, 5:56 a.m. |
Created at: April 11, 2026, 3:33 p.m.