Triple

T629748
Position Surface form Disambiguated ID Type / Status
Subject Arsenal F.C. E15898 entity
Predicate notableManager P896 FINISHED
Object Herbert Chapman
Herbert Chapman was a pioneering English football manager renowned for revolutionizing tactics and leading Arsenal to major success in the early 20th century.
 E79425 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: Herbert Chapman | Statement: [Arsenal F.C., notableManager, Herbert Chapman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herbert Chapman
Context triple: [Arsenal F.C., notableManager, Herbert Chapman]
  • A. Sir Matt Busby
    Sir Matt Busby was a legendary Scottish football manager best known for rebuilding Manchester United after the Munich air disaster and leading the club to multiple league titles and the 1968 European Cup.
  • B. Bill Shankly
    Bill Shankly was a legendary Scottish football manager who transformed Liverpool F.C. into a major force in English and European football during the 1960s and early 1970s.
  • C. Howard Wilkinson
    Howard Wilkinson is an English football manager best known for leading Leeds United to the 1991–92 First Division title, the last before the formation of the Premier League.
  • D. Don Revie
    Don Revie was an influential English football manager and former player best known for transforming Leeds United into one of Europe’s dominant clubs in the 1960s and 1970s.
  • E. Frank Yallop
    Frank Yallop is a former Canadian international defender and successful soccer coach best known for leading the San Jose Earthquakes to multiple MLS Cup titles.
  • 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: Herbert Chapman
Triple: [Arsenal F.C., notableManager, Herbert Chapman]
Generated description
Herbert Chapman was a pioneering English football manager renowned for revolutionizing tactics and leading Arsenal to major success in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herbert Chapman
Target entity description: Herbert Chapman was a pioneering English football manager renowned for revolutionizing tactics and leading Arsenal to major success in the early 20th century.
  • A. Sir Matt Busby
    Sir Matt Busby was a legendary Scottish football manager best known for rebuilding Manchester United after the Munich air disaster and leading the club to multiple league titles and the 1968 European Cup.
  • B. Bill Shankly
    Bill Shankly was a legendary Scottish football manager who transformed Liverpool F.C. into a major force in English and European football during the 1960s and early 1970s.
  • C. Howard Wilkinson
    Howard Wilkinson is an English football manager best known for leading Leeds United to the 1991–92 First Division title, the last before the formation of the Premier League.
  • D. Don Revie
    Don Revie was an influential English football manager and former player best known for transforming Leeds United into one of Europe’s dominant clubs in the 1960s and 1970s.
  • E. Frank Yallop
    Frank Yallop is a former Canadian international defender and successful soccer coach best known for leading the San Jose Earthquakes to multiple MLS Cup titles.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec051bc8190b3e3f8651a367d77 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56eee035c8190868aeac32be57959 completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a56f655364819092b8edf5cd2dacd3 completed March 2, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69a56fdffd008190a502d68f46c3831c completed March 2, 2026, 11:09 a.m.
Created at: March 1, 2026, 7:35 p.m.