Triple

T13072112
Position Surface form Disambiguated ID Type / Status
Subject The Darling Buds of May E329481 entity
Predicate character P662 FINISHED
Object Charley Charlton
Charley Charlton is a shy, well-meaning tax inspector who becomes romantically involved with Mariette Larkin in the British TV series and novels "The Darling Buds of May."
E1020987 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: Charley Charlton | Statement: [The Darling Buds of May, character, Charley Charlton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charley Charlton
Context triple: [The Darling Buds of May, character, Charley Charlton]
  • A. Robert Charlton
    Robert Charlton is an English former professional footballer widely regarded as one of the greatest players of all time and a key figure in Manchester United and England’s 1966 World Cup triumph.
  • B. Billy Charlton
    Billy Charlton is a former professional footballer best known for playing for English club Workington A.F.C.
  • C. Alan Mowbray
    Alan Mowbray was a British-born character actor known for his prolific work in Hollywood films and early television during the mid-20th century.
  • D. Jack Charlton
    Jack Charlton was an English footballer and World Cup–winning defender for Leeds United and the England national team who later became a successful manager, notably leading the Republic of Ireland.
  • E. Roger Hunt
    Roger Hunt was an English footballer best known as a prolific striker for Liverpool and a member of England’s 1966 World Cup–winning squad.
  • 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: Charley Charlton
Triple: [The Darling Buds of May, character, Charley Charlton]
Generated description
Charley Charlton is a shy, well-meaning tax inspector who becomes romantically involved with Mariette Larkin in the British TV series and novels "The Darling Buds of May."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charley Charlton
Target entity description: Charley Charlton is a shy, well-meaning tax inspector who becomes romantically involved with Mariette Larkin in the British TV series and novels "The Darling Buds of May."
  • A. Robert Charlton
    Robert Charlton is an English former professional footballer widely regarded as one of the greatest players of all time and a key figure in Manchester United and England’s 1966 World Cup triumph.
  • B. Billy Charlton
    Billy Charlton is a former professional footballer best known for playing for English club Workington A.F.C.
  • C. Alan Mowbray
    Alan Mowbray was a British-born character actor known for his prolific work in Hollywood films and early television during the mid-20th century.
  • D. Jack Charlton
    Jack Charlton was an English footballer and World Cup–winning defender for Leeds United and the England national team who later became a successful manager, notably leading the Republic of Ireland.
  • E. Roger Hunt
    Roger Hunt was an English footballer best known as a prolific striker for Liverpool and a member of England’s 1966 World Cup–winning squad.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d981160e388190bab942a2ded2903e completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d606ac6481908d18a288d5eed472 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dae595908190b27980e48514cda5 completed May 3, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6db8f68a4819091d8e67d9c8eec81 completed May 3, 2026, 5:22 a.m.
Created at: April 9, 2026, 9 p.m.