Triple
T17243213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Heighway |
E418553
|
entity |
| Predicate | memberOfSportsTeam |
P330
|
FINISHED |
| Object |
Skelmersdale United F.C.
Skelmersdale United F.C. is an English non-league football club known for its strong youth development, including producing future Liverpool and Republic of Ireland winger Steve Heighway.
|
E1258575
|
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: Skelmersdale United F.C. | Statement: [Steve Heighway, memberOfSportsTeam, Skelmersdale United F.C.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skelmersdale United F.C. Context triple: [Steve Heighway, memberOfSportsTeam, Skelmersdale United F.C.]
-
A.
Salford City F.C.
Salford City F.C. is an English professional football club based in Salford, Greater Manchester, known for its rapid rise through the lower leagues and high-profile ownership group including former Manchester United players.
-
B.
Skelmanthorpe Football Club
Skelmanthorpe Football Club is a local English football team representing the village of Skelmanthorpe in West Yorkshire in regional competitions.
-
C.
Silsden AFC
Silsden AFC is an English non-league football club based in the town of Silsden, near Keighley in West Yorkshire.
-
D.
Droylsden F.C.
Droylsden F.C. is an English football club based in Droylsden, Greater Manchester, known for its long history in non-league football.
-
E.
Audenshaw FC
Audenshaw FC is a local football club based in Audenshaw, England, competing in regional league competitions.
- 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: Skelmersdale United F.C. Triple: [Steve Heighway, memberOfSportsTeam, Skelmersdale United F.C.]
Generated description
Skelmersdale United F.C. is an English non-league football club known for its strong youth development, including producing future Liverpool and Republic of Ireland winger Steve Heighway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skelmersdale United F.C. Target entity description: Skelmersdale United F.C. is an English non-league football club known for its strong youth development, including producing future Liverpool and Republic of Ireland winger Steve Heighway.
-
A.
Salford City F.C.
Salford City F.C. is an English professional football club based in Salford, Greater Manchester, known for its rapid rise through the lower leagues and high-profile ownership group including former Manchester United players.
-
B.
Skelmanthorpe Football Club
Skelmanthorpe Football Club is a local English football team representing the village of Skelmanthorpe in West Yorkshire in regional competitions.
-
C.
Silsden AFC
Silsden AFC is an English non-league football club based in the town of Silsden, near Keighley in West Yorkshire.
-
D.
Droylsden F.C.
Droylsden F.C. is an English football club based in Droylsden, Greater Manchester, known for its long history in non-league football.
-
E.
Audenshaw FC
Audenshaw FC is a local football club based in Audenshaw, England, competing in regional league competitions.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e21bb5c8190ad960f231fe54665 |
completed | April 19, 2026, 1:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170f388608190b709b1c228a7ba29 |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a01718311a48190890c770f571852c8 |
completed | May 11, 2026, 6:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01721f5b9081909a8bc817ba0a5986 |
completed | May 11, 2026, 6:07 a.m. |
Created at: April 10, 2026, 5:39 a.m.