Triple

T9277042
Position Surface form Disambiguated ID Type / Status
Subject Cheltenham Town F.C. E222974 entity
Predicate chairman P377 FINISHED
Object David Bloxham
David Bloxham is a British football executive who serves as the chairman of Cheltenham Town Football Club.
E788860 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: David Bloxham | Statement: [Cheltenham Town F.C., chairman, David Bloxham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Bloxham
Context triple: [Cheltenham Town F.C., chairman, David Bloxham]
  • A. Tom Bloxham
    Tom Bloxham is a British property developer and entrepreneur best known as the co-founder and chairman of the urban regeneration and development company Urban Splash.
  • B. Geoffrey Bayldon
    Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
  • C. Stephen Langdon
    Stephen Langdon was an American Assyriologist and archaeologist known for his early 20th-century excavations in Mesopotamia and his contributions to the study of Sumerian texts and ancient Near Eastern history.
  • D. John Gambold
    John Gambold was an 18th-century English clergyman and early Methodist who later became a prominent Moravian bishop and religious writer.
  • E. Giles Nuttgens
    Giles Nuttgens is a British cinematographer known for his visually distinctive work on independent films and major features, often collaborating with directors like Deepa Mehta and David Mackenzie.
  • 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: David Bloxham
Triple: [Cheltenham Town F.C., chairman, David Bloxham]
Generated description
David Bloxham is a British football executive who serves as the chairman of Cheltenham Town Football Club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Bloxham
Target entity description: David Bloxham is a British football executive who serves as the chairman of Cheltenham Town Football Club.
  • A. Tom Bloxham
    Tom Bloxham is a British property developer and entrepreneur best known as the co-founder and chairman of the urban regeneration and development company Urban Splash.
  • B. Geoffrey Bayldon
    Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
  • C. Stephen Langdon
    Stephen Langdon was an American Assyriologist and archaeologist known for his early 20th-century excavations in Mesopotamia and his contributions to the study of Sumerian texts and ancient Near Eastern history.
  • D. John Gambold
    John Gambold was an 18th-century English clergyman and early Methodist who later became a prominent Moravian bishop and religious writer.
  • E. Giles Nuttgens
    Giles Nuttgens is a British cinematographer known for his visually distinctive work on independent films and major features, often collaborating with directors like Deepa Mehta and David Mackenzie.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd07c95a98819098528b7ada37ddc1 completed April 1, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c467a2881909a4c4aafdc2490f0 completed April 4, 2026, 5:06 a.m.
NEDg Description generation batch_69d09d6cc45c8190b6cb44212ccfcbc8 completed April 4, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69d09e2450048190b5aa31507e54d6c8 completed April 4, 2026, 5:14 a.m.
Created at: March 30, 2026, 7:34 p.m.