Triple
T17243236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Heighway |
E418553
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Liverpool F.C. Academy
Liverpool F.C. Academy is the youth development system of Liverpool Football Club, renowned for producing top-level professional footballers for both the club and international competition.
|
E8494
|
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: Liverpool F.C. Academy | Statement: [Steve Heighway, employer, Liverpool F.C. Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liverpool F.C. Academy Context triple: [Steve Heighway, employer, Liverpool F.C. Academy]
-
A.
City Football Academy
City Football Academy is Manchester City's state-of-the-art training and youth development complex located near the Etihad Stadium in Manchester.
-
B.
Boston United youth academy
The Boston United youth academy is the player development system of Boston United F.C., focused on training and progressing young footballers into the club’s senior ranks.
-
C.
Everton F.C. youth academy
Everton F.C. youth academy is the youth development system of Everton Football Club, renowned for producing top English talents such as Wayne Rooney.
-
D.
Manchester United F.C. Academy
Manchester United F.C. Academy is the youth development system of Manchester United Football Club, renowned for producing top-level professional players from its junior ranks.
-
E.
Liverpool F.C.
Liverpool F.C. is a globally renowned English football club based in Liverpool, known for its rich history, passionate fanbase, and major domestic and European successes.
- 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: Liverpool F.C. Academy Triple: [Steve Heighway, employer, Liverpool F.C. Academy]
Generated description
Liverpool F.C. Academy is the youth development system of Liverpool Football Club, renowned for producing top-level professional footballers for both the club and international competition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liverpool F.C. Academy Target entity description: Liverpool F.C. Academy is the youth development system of Liverpool Football Club, renowned for producing top-level professional footballers for both the club and international competition.
-
A.
City Football Academy
City Football Academy is Manchester City's state-of-the-art training and youth development complex located near the Etihad Stadium in Manchester.
-
B.
Boston United youth academy
The Boston United youth academy is the player development system of Boston United F.C., focused on training and progressing young footballers into the club’s senior ranks.
-
C.
Everton F.C. youth academy
Everton F.C. youth academy is the youth development system of Everton Football Club, renowned for producing top English talents such as Wayne Rooney.
-
D.
Manchester United F.C. Academy
Manchester United F.C. Academy is the youth development system of Manchester United Football Club, renowned for producing top-level professional players from its junior ranks.
-
E.
Liverpool F.C.
chosen
Liverpool F.C. is a globally renowned English football club based in Liverpool, known for its rich history, passionate fanbase, and major domestic and European successes.
- F. None of above.
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.