Triple
T4982908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Queens Park Rangers F.C. |
E111929
|
entity |
| Predicate | formerManager |
P10783
|
FINISHED |
| Object | Mark Hughes |
E330094
|
NE FINISHED |
How this triple was built (2 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: Mark Hughes | Statement: [Queens Park Rangers F.C., formerManager, Mark Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Hughes Context triple: [Queens Park Rangers F.C., formerManager, Mark Hughes]
-
A.
Mark Hughes
chosen
Mark Hughes is a former Welsh professional footballer and manager best known as a prolific striker for Manchester United and as a key figure for the Wales national team.
-
B.
Yosser Hughes
Yosser Hughes is a fictional, unemployed Liverpudlian laborer from the British TV drama "Boys from the Blackstuff," known for his desperate catchphrase "Gizza job."
-
C.
Billy Sharp
Billy Sharp is an English professional footballer best known as a prolific striker, particularly for his goal-scoring exploits with Sheffield United.
-
D.
David James
David James was an engineer and entrepreneur best known as a co-founder of the pioneering semiconductor company Signetics.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd725489bc81908f660332e25f29cf |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a13f5448190a49f914d1ba49a7a |
completed | March 21, 2026, 12:07 p.m. |
Created at: March 20, 2026, 1:33 p.m.