Triple

T4236035
Position Surface form Disambiguated ID Type / Status
Subject Wycombe Wanderers F.C. E94693 entity
Predicate notableManager P896 FINISHED
Object Paul Lambert
Paul Lambert is a Scottish former professional footballer and manager best known for his successful spells in charge of clubs such as Norwich City and Aston Villa in English football.
E423713 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: Paul Lambert | Statement: [Wycombe Wanderers F.C., notableManager, Paul Lambert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Lambert
Context triple: [Wycombe Wanderers F.C., notableManager, Paul Lambert]
  • A. Paul Lamfrom
    Paul Lamfrom was a German-born businessman and patriarch of the family that built Columbia Sportswear into a major global outdoor apparel company.
  • B. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • C. Roland Michell
    Roland Michell is a literary scholar protagonist in A.S. Byatt’s novel "Possession" and its 2002 film adaptation, who uncovers a secret romance between two Victorian poets.
  • D. Patrick Tonyn
    Patrick Tonyn was a British Army officer and colonial administrator best known for serving as the last British governor of East Florida during the American Revolutionary era.
  • E. Mike Gascoyne
    Mike Gascoyne is a British Formula One engineer renowned for his technical leadership roles at several F1 teams, including Jordan, Renault, Toyota, and Spyker.
  • 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: Paul Lambert
Triple: [Wycombe Wanderers F.C., notableManager, Paul Lambert]
Generated description
Paul Lambert is a Scottish former professional footballer and manager best known for his successful spells in charge of clubs such as Norwich City and Aston Villa in English football.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Lambert
Target entity description: Paul Lambert is a Scottish former professional footballer and manager best known for his successful spells in charge of clubs such as Norwich City and Aston Villa in English football.
  • A. Paul Lamfrom
    Paul Lamfrom was a German-born businessman and patriarch of the family that built Columbia Sportswear into a major global outdoor apparel company.
  • B. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • C. Roland Michell
    Roland Michell is a literary scholar protagonist in A.S. Byatt’s novel "Possession" and its 2002 film adaptation, who uncovers a secret romance between two Victorian poets.
  • D. Patrick Tonyn
    Patrick Tonyn was a British Army officer and colonial administrator best known for serving as the last British governor of East Florida during the American Revolutionary era.
  • E. Mike Gascoyne
    Mike Gascoyne is a British Formula One engineer renowned for his technical leadership roles at several F1 teams, including Jordan, Renault, Toyota, and Spyker.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e7422a88190955f5f4347fa80d2 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a866c2448190aaed83d8da3669b8 completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a8f374fc8190830286dfadc9bdbb completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a99a4a9c8190a7e9bbc119d8d775 completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:05 p.m.