Triple
T11821538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron Hughes |
E281147
|
entity |
| Predicate | debutedForClub |
P101684
|
FINISHED |
| Object | Newcastle United F.C. |
E29880
|
NE FINISHED |
How this triple was built (3 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: Newcastle United F.C. | Statement: [Aaron Hughes, debutedForClub, Newcastle United F.C.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newcastle United F.C. Context triple: [Aaron Hughes, debutedForClub, Newcastle United F.C.]
-
A.
Newcastle United
chosen
Newcastle United is a historic English professional football club based in Newcastle upon Tyne, known for its passionate fanbase and long-standing presence in top-flight football.
-
B.
Middlesbrough F.C.
Middlesbrough F.C. is a professional English football club based in the town of Middlesbrough, known for competing in the upper tiers of the English football league system and playing home matches at the Riverside Stadium.
-
C.
Sunderland A.F.C.
Sunderland A.F.C. is a professional football club from Sunderland in North East England, historically successful and known for its passionate fanbase and intense local derbies.
-
D.
Gateshead F.C.
Gateshead F.C. is an English football club based in Gateshead, Tyne and Wear, that competes in the lower tiers of the English football league system.
-
E.
Newcastle Town F.C.
Newcastle Town F.C. is an English non-league football club based in Newcastle-under-Lyme, Staffordshire.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: debutedForClub Context triple: [Aaron Hughes, debutedForClub, Newcastle United F.C.]
-
A.
leagueDebutClub
Indicates the club for which an individual made their first appearance in a particular league.
-
B.
debutInLeague
Indicates the league in which an entity (typically a player or team) made its first official appearance.
-
C.
clubDebutSeason
Indicates the season in which an entity (typically a player) first appeared in competitive action for a particular club.
-
D.
associatedClubBeganPlay
Indicates that the related club began its competitive play or official participation at the specified time.
-
E.
PremierLeagueDebutClub
Indicates the club for which a player made their first appearance in the Premier League.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5e9c50481909b2287a0b23d2094 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1671989f88190b8c1fb520435a25e |
completed | April 29, 2026, 2:04 a.m. |
| PD | Predicate disambiguation | batch_69d8a251fc08819095933f1d13c3b742 |
completed | April 10, 2026, 7:10 a.m. |
| PDg | Predicate description generation | batch_69d8a43cc0c881909fed7cd759fe90b1 |
completed | April 10, 2026, 7:18 a.m. |
Created at: April 8, 2026, 9:42 p.m.