Triple

T21708791
Position Surface form Disambiguated ID Type / Status
Subject Oldham E535841 entity
Predicate hasNotableBearer P458 FINISHED
Object Keith Oldham
Keith Oldham is a notable individual who shares the Oldham surname, though specific widely recognized public information about him is limited.
 E1498471 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: Keith Oldham | Statement: [Oldham, hasNotableBearer, Keith Oldham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keith Oldham
Context triple: [Oldham, hasNotableBearer, Keith Oldham]
  • A. Paul Oldham
    Paul Oldham is an American recording engineer and producer known for his work in indie and alternative country music, including frequent collaborations with Bonnie "Prince" Billy.
  • B. Rob Humphreys
    Rob Humphreys is a musician best known for his past role as a member of the California-based rock band Animal Liberation Orchestra (ALO).
  • C. Stephen Dyer
    Stephen Dyer is a screenwriter best known for co-writing the 2011 romantic comedy film "Hysteria."
  • D. Gordon Hales
    Gordon Hales was a film editor known for his work on major British and international productions, including Charlie Chaplin’s final film "A Countess from Hong Kong."
  • E. Alan Emmott
    Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • 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: Keith Oldham
Triple: [Oldham, hasNotableBearer, Keith Oldham]
Generated description
Keith Oldham is a notable individual who shares the Oldham surname, though specific widely recognized public information about him is limited.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keith Oldham
Target entity description: Keith Oldham is a notable individual who shares the Oldham surname, though specific widely recognized public information about him is limited.
  • A. Paul Oldham
    Paul Oldham is an American recording engineer and producer known for his work in indie and alternative country music, including frequent collaborations with Bonnie "Prince" Billy.
  • B. Rob Humphreys
    Rob Humphreys is a musician best known for his past role as a member of the California-based rock band Animal Liberation Orchestra (ALO).
  • C. Stephen Dyer
    Stephen Dyer is a screenwriter best known for co-writing the 2011 romantic comedy film "Hysteria."
  • D. Gordon Hales
    Gordon Hales was a film editor known for his work on major British and international productions, including Charlie Chaplin’s final film "A Countess from Hong Kong."
  • E. Alan Emmott
    Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb5314a288190b4b8347cca15aaa8 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24ad3fe88190ad0a240928367700 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a27c5795c81909e41d7e8e1f95e81 completed May 17, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0a28a016a08190b67eae1e64619b62 completed May 17, 2026, 8:44 p.m.
Created at: April 16, 2026, 6:46 p.m.