Triple
T2654331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelmsford |
E53972
|
entity |
| Predicate | hasFootballClub |
P346
|
FINISHED |
| Object |
Chelmsford City F.C.
Chelmsford City F.C. is an English football club based in Chelmsford, Essex, that competes in the non-league tiers of the English football pyramid.
|
E286811
|
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: Chelmsford City F.C. | Statement: [Chelmsford, hasFootballClub, Chelmsford City F.C.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford City F.C. Context triple: [Chelmsford, hasFootballClub, Chelmsford City F.C.]
-
A.
Aldershot Town F.C.
Aldershot Town F.C. is an English professional football club based in Aldershot, Hampshire, known for its passionate fanbase and history in the lower tiers of the English football league system.
-
B.
Colchester United F.C.
Colchester United F.C. is an English professional football club based in Colchester, Essex, known for competing in the lower tiers of the Football League and for its regional rivalries, including with Cambridge United.
-
C.
Bowers & Pitsea F.C.
Bowers & Pitsea F.C. is an English football club based in Essex that competes in the lower tiers of the non-league football pyramid.
-
D.
Cheltenham Town F.C.
Cheltenham Town F.C. is a professional English football club based in Cheltenham, Gloucestershire, known for competing in the lower tiers of the English Football League.
-
E.
Basildon United F.C.
Basildon United F.C. is an English non-league football club based in Basildon, Essex, known for competing in the lower tiers of the English football pyramid.
- 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: Chelmsford City F.C. Triple: [Chelmsford, hasFootballClub, Chelmsford City F.C.]
Generated description
Chelmsford City F.C. is an English football club based in Chelmsford, Essex, that competes in the non-league tiers of the English football pyramid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelmsford City F.C. Target entity description: Chelmsford City F.C. is an English football club based in Chelmsford, Essex, that competes in the non-league tiers of the English football pyramid.
-
A.
Aldershot Town F.C.
Aldershot Town F.C. is an English professional football club based in Aldershot, Hampshire, known for its passionate fanbase and history in the lower tiers of the English football league system.
-
B.
Colchester United F.C.
Colchester United F.C. is an English professional football club based in Colchester, Essex, known for competing in the lower tiers of the Football League and for its regional rivalries, including with Cambridge United.
-
C.
Bowers & Pitsea F.C.
Bowers & Pitsea F.C. is an English football club based in Essex that competes in the lower tiers of the non-league football pyramid.
-
D.
Cheltenham Town F.C.
Cheltenham Town F.C. is a professional English football club based in Cheltenham, Gloucestershire, known for competing in the lower tiers of the English Football League.
-
E.
Basildon United F.C.
Basildon United F.C. is an English non-league football club based in Basildon, Essex, known for competing in the lower tiers of the English football pyramid.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd932a35881909568839589f12062 |
completed | March 7, 2026, 7:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d0dbd08190a317dfe1844840c5 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a41c69c8190b99bcad7098e68fe |
completed | March 10, 2026, 4:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9aaeedcc8190901da0fe37e7801d |
completed | March 10, 2026, 4:14 a.m. |
Created at: March 6, 2026, 9:53 p.m.