Triple

T20350653
Position Surface form Disambiguated ID Type / Status
Subject Deep Blue E495996 entity
Predicate director P255 FINISHED
Object Andy Byatt
Andy Byatt is a British wildlife documentary filmmaker best known for his work with the BBC Natural History Unit on acclaimed nature series and films.
 E1428352 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: Andy Byatt | Statement: [Deep Blue, director, Andy Byatt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Byatt
Context triple: [Deep Blue, director, Andy Byatt]
  • A. Dave Atkinson
    Dave Atkinson is a music producer known for his work with the rapper Aziatic.
  • B. Dave Atkinson
    Dave Atkinson is a football club chairman best known for leading Glossop North End A.F.C., a historic non-league team in England.
  • C. Andy Ashby
    Andy Ashby is a former Major League Baseball pitcher best known for his successful tenure with the San Diego Padres during the 1990s.
  • D. David Attwood
    David Attwood is a British film and television director known for his work on acclaimed dramas and literary adaptations.
  • E. Alan Wheatley
    Alan Wheatley was a British actor best known for his stage and screen work, including his portrayal of the Sheriff of Nottingham in the 1950s television series "The Adventures of Robin Hood."
  • 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: Andy Byatt
Triple: [Deep Blue, director, Andy Byatt]
Generated description
Andy Byatt is a British wildlife documentary filmmaker best known for his work with the BBC Natural History Unit on acclaimed nature series and films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Byatt
Target entity description: Andy Byatt is a British wildlife documentary filmmaker best known for his work with the BBC Natural History Unit on acclaimed nature series and films.
  • A. Dave Atkinson
    Dave Atkinson is a football club chairman best known for leading Glossop North End A.F.C., a historic non-league team in England.
  • B. Dave Atkinson
    Dave Atkinson is a music producer known for his work with the rapper Aziatic.
  • C. Andy Ashby
    Andy Ashby is a former Major League Baseball pitcher best known for his successful tenure with the San Diego Padres during the 1990s.
  • D. David Attwood
    David Attwood is a British film and television director known for his work on acclaimed dramas and literary adaptations.
  • E. Alan Wheatley
    Alan Wheatley was a British actor best known for his stage and screen work, including his portrayal of the Sheriff of Nottingham in the 1950s television series "The Adventures of Robin Hood."
  • 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_69e0b4a3320881909495ae8bc30bc2dc completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6784f8ff48190a070888786f6a989 completed April 20, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08760ac91c81908d9a2d8c91823342 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a08777944a0819084a966306cb3a126 completed May 16, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_6a087841f0dc81909e6cf27c87faa02e completed May 16, 2026, 1:59 p.m.
Created at: April 16, 2026, 11:24 a.m.