Triple

T10586414
Position Surface form Disambiguated ID Type / Status
Subject Francis Begbie E249865 entity
Predicate nickname P55 FINISHED
Object Franco Begbie
Franco Begbie is a violently unpredictable and intimidating character from Irvine Welsh’s "Trainspotting" series, notorious for his explosive temper and brutality.
E872562 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: Franco Begbie | Statement: [Francis Begbie, nickname, Franco Begbie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franco Begbie
Context triple: [Francis Begbie, nickname, Franco Begbie]
  • A. Eric Balfour
    Eric Balfour is an American actor and singer known for his roles in film and television, including prominent parts in series like "Haven" and movies such as "The Texas Chainsaw Massacre."
  • B. Ed Shearmur
    Ed Shearmur is a British film composer known for scoring a wide range of Hollywood movies across genres.
  • C. Francis McAvennie
    Francis McAvennie is a former Scottish professional footballer best known as a prolific striker for clubs such as West Ham United and Celtic during the 1980s.
  • D. Robbie McIntosh
    Robbie McIntosh is a British rock guitarist best known for his work with The Pretenders and as a touring and session musician for major artists including Paul McCartney.
  • E. Michael Lesslie
    Michael Lesslie is a British screenwriter and playwright known for adapting works such as John le Carré’s "The Little Drummer Girl" for television.
  • 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: Franco Begbie
Triple: [Francis Begbie, nickname, Franco Begbie]
Generated description
Franco Begbie is a violently unpredictable and intimidating character from Irvine Welsh’s "Trainspotting" series, notorious for his explosive temper and brutality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franco Begbie
Target entity description: Franco Begbie is a violently unpredictable and intimidating character from Irvine Welsh’s "Trainspotting" series, notorious for his explosive temper and brutality.
  • A. Eric Balfour
    Eric Balfour is an American actor and singer known for his roles in film and television, including prominent parts in series like "Haven" and movies such as "The Texas Chainsaw Massacre."
  • B. Ed Shearmur
    Ed Shearmur is a British film composer known for scoring a wide range of Hollywood movies across genres.
  • C. Francis McAvennie
    Francis McAvennie is a former Scottish professional footballer best known as a prolific striker for clubs such as West Ham United and Celtic during the 1980s.
  • D. Robbie McIntosh
    Robbie McIntosh is a British rock guitarist best known for his work with The Pretenders and as a touring and session musician for major artists including Paul McCartney.
  • E. Michael Lesslie
    Michael Lesslie is a British screenwriter and playwright known for adapting works such as John le Carré’s "The Little Drummer Girl" for television.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527698be48190a2f5e573d7cc0661 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b8b1b708190865e428128f98720 completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94d68f39c8190bc7ea90237a5bf5f completed April 10, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69d9522d68b88190a63acb6d657168b4 completed April 10, 2026, 7:40 p.m.
Created at: April 6, 2026, 12:39 p.m.