Triple

T2942771
Position Surface form Disambiguated ID Type / Status
Subject Herbert Chapman E79425 entity
Predicate employer P7 FINISHED
Object Northampton Town F.C.
Northampton Town F.C. is an English professional football club based in Northampton, known historically for being managed by the influential tactician Herbert Chapman early in his career.
 E311450 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: Northampton Town F.C. | Statement: [Herbert Chapman, employer, Northampton Town F.C.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northampton Town F.C.
Context triple: [Herbert Chapman, employer, Northampton Town 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. Cambridge United F.C.
    Cambridge United F.C. is a professional English football club based in Cambridge that competes in the lower tiers of the English football league system.
  • C. Peterborough United F.C.
    Peterborough United F.C. is an English professional football club based in Peterborough, known for competing in the lower tiers of the Football League and for its intense local rivalry with Cambridge United.
  • D. Grantham Town F.C.
    Grantham Town F.C. is an English football club based in Grantham, Lincolnshire, that competes in the lower tiers of the English football league system.
  • E. Luton Town F.C.
    Luton Town F.C. is an English professional football club based in Luton, Bedfordshire, known for its passionate fanbase and historic rivalries, particularly in the lower tiers of the English football league system.
  • 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: Northampton Town F.C.
Triple: [Herbert Chapman, employer, Northampton Town F.C.]
Generated description
Northampton Town F.C. is an English professional football club based in Northampton, known historically for being managed by the influential tactician Herbert Chapman early in his career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northampton Town F.C.
Target entity description: Northampton Town F.C. is an English professional football club based in Northampton, known historically for being managed by the influential tactician Herbert Chapman early in his career.
  • 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. Cambridge United F.C.
    Cambridge United F.C. is a professional English football club based in Cambridge that competes in the lower tiers of the English football league system.
  • C. Peterborough United F.C.
    Peterborough United F.C. is an English professional football club based in Peterborough, known for competing in the lower tiers of the Football League and for its intense local rivalry with Cambridge United.
  • D. Grantham Town F.C.
    Grantham Town F.C. is an English football club based in Grantham, Lincolnshire, that competes in the lower tiers of the English football league system.
  • E. Luton Town F.C.
    Luton Town F.C. is an English professional football club based in Luton, Bedfordshire, known for its passionate fanbase and historic rivalries, particularly in the lower tiers of the English football league system.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9871fc908190ad90e5b01b476b3f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08689ec3481909d9f039069ff19c7 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d241c7088190b440a47f4af54fbb completed March 11, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69b0d6466e848190bea4215cc9d358c7 completed March 11, 2026, 2:41 a.m.
Created at: March 8, 2026, 2:56 p.m.