Triple

T6515903
Position Surface form Disambiguated ID Type / Status
Subject Armstrong Whitworth Whitley E148258 entity
Predicate designer P184 FINISHED
Object John Lloyd
John Lloyd was a British aircraft designer best known for creating the Armstrong Whitworth Whitley bomber used by the Royal Air Force in the early years of World War II.
 E607589 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: John Lloyd | Statement: [Armstrong Whitworth Whitley, designer, John Lloyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Lloyd
Context triple: [Armstrong Whitworth Whitley, designer, John Lloyd]
  • A. James Lloyd
    James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
  • B. John Bedford Lloyd
    John Bedford Lloyd is an American character actor known for his supporting roles in films and television series, including appearances in major dramas and thrillers.
  • C. John Burrows
    John Burrows is a fictional character featured in the 1951 British drama film "Journey into Light."
  • D. Richard Learoyd
    Richard Learoyd is a film editor known for his work on major feature films, including the fantasy action movie "Gods of Egypt."
  • E. John Broome
    John Broome is a British philosopher and economist known for his influential work on ethics, rationality, and climate change.
  • 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: John Lloyd
Triple: [Armstrong Whitworth Whitley, designer, John Lloyd]
Generated description
John Lloyd was a British aircraft designer best known for creating the Armstrong Whitworth Whitley bomber used by the Royal Air Force in the early years of World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Lloyd
Target entity description: John Lloyd was a British aircraft designer best known for creating the Armstrong Whitworth Whitley bomber used by the Royal Air Force in the early years of World War II.
  • A. James Lloyd
    James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
  • B. John Bedford Lloyd
    John Bedford Lloyd is an American character actor known for his supporting roles in films and television series, including appearances in major dramas and thrillers.
  • C. John Burrows
    John Burrows is a fictional character featured in the 1951 British drama film "Journey into Light."
  • D. Richard Learoyd
    Richard Learoyd is a film editor known for his work on major feature films, including the fantasy action movie "Gods of Egypt."
  • E. John Broome
    John Broome is a British philosopher and economist known for his influential work on ethics, rationality, and climate change.
  • 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_69c687e68e748190baceb9298f32d3ed completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ac0d395081908fe6b1f9a912f095 completed March 27, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e411e0408190baf79f552a33a56c completed March 27, 2026, 8:09 p.m.
NEDg Description generation batch_69c6e5b236888190b108de51c730179a completed March 27, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69c6e7cc21548190b302e2e31f9cadd0 completed March 27, 2026, 8:25 p.m.
Created at: March 27, 2026, 1:44 p.m.