Triple
T3119663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wales national football team |
E65150
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
Mark Hughes
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.
|
E330094
|
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: Mark Hughes | Statement: [Wales national football team, notablePlayer, Mark Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Hughes Context triple: [Wales national football team, notablePlayer, Mark Hughes]
-
A.
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."
-
B.
Billy Sharp
Billy Sharp is an English professional footballer best known as a prolific striker, particularly for his goal-scoring exploits with Sheffield United.
-
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.
Joe Cole
Joe Cole is an English actor best known for his role as John Shelby in the television crime drama series "Peaky Blinders."
-
E.
Gareth Barry
Gareth Barry is a former English professional footballer and Premier League appearance record-holder who played primarily as a midfielder for clubs including Aston Villa, Manchester City, and Everton, as well as the England 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: Mark Hughes Triple: [Wales national football team, notablePlayer, Mark Hughes]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Hughes Target entity description: 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.
-
A.
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."
-
B.
Billy Sharp
Billy Sharp is an English professional footballer best known as a prolific striker, particularly for his goal-scoring exploits with Sheffield United.
-
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.
Joe Cole
Joe Cole is an English actor best known for his role as John Shelby in the television crime drama series "Peaky Blinders."
-
E.
Gareth Barry
Gareth Barry is a former English professional footballer and Premier League appearance record-holder who played primarily as a midfielder for clubs including Aston Villa, Manchester City, and Everton, as well as the England 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_69ad857fcc088190b0c4d45a5cde6f61 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada4eb6a6081909df41f67999eb4ff |
completed | March 8, 2026, 4:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f67b80c8190849581cf1829d840 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2135f05c88190b926556828a038ac |
completed | March 12, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b214268d588190996d909297baaffc |
completed | March 12, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:04 p.m.