Triple

T8472016
Position Surface form Disambiguated ID Type / Status
Subject Howard W. Johnson E200301 entity
Predicate coAuthorWith P398 FINISHED
Object Martin Graham
Martin Graham is an author known for co-writing academic or technical works alongside Howard W. Johnson.
 E740441 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: Martin Graham | Statement: [Howard W. Johnson, coAuthorWith, Martin Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Graham
Context triple: [Howard W. Johnson, coAuthorWith, Martin Graham]
  • A. David Graham
    David Graham is a voice actor best known for narrating the iconic 1984 Super Bowl commercial that introduced Apple’s Macintosh computer.
  • B. Martin Bell
    Martin Bell is a British former war correspondent and independent politician best known for winning the Tatton parliamentary seat in 1997 on an anti-corruption platform.
  • C. Philip Nye
    Philip Nye was a prominent 17th-century English Independent minister and theologian influential in the religious and political upheavals of the English Civil War era.
  • D. William Ashburner
    William Ashburner was a 19th-century American mining engineer and geologist known for his work in mineral surveying and resource assessment in the western United States.
  • E. George McCorquodale
    George McCorquodale is a member of the British aristocratic Spencer family and a nephew of Diana, Princess of Wales.
  • 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: Martin Graham
Triple: [Howard W. Johnson, coAuthorWith, Martin Graham]
Generated description
Martin Graham is an author known for co-writing academic or technical works alongside Howard W. Johnson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Graham
Target entity description: Martin Graham is an author known for co-writing academic or technical works alongside Howard W. Johnson.
  • A. David Graham
    David Graham is a voice actor best known for narrating the iconic 1984 Super Bowl commercial that introduced Apple’s Macintosh computer.
  • B. Martin Bell
    Martin Bell is a British former war correspondent and independent politician best known for winning the Tatton parliamentary seat in 1997 on an anti-corruption platform.
  • C. Philip Nye
    Philip Nye was a prominent 17th-century English Independent minister and theologian influential in the religious and political upheavals of the English Civil War era.
  • D. William Ashburner
    William Ashburner was a 19th-century American mining engineer and geologist known for his work in mineral surveying and resource assessment in the western United States.
  • E. George McCorquodale
    George McCorquodale is a member of the British aristocratic Spencer family and a nephew of Diana, Princess of Wales.
  • 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f3a81881908f20514579945ffa completed March 31, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d019b748190a972ae32a56523c0 completed April 2, 2026, 1:20 p.m.
NEDg Description generation batch_69ce6e66c5e48190badcc5e075892006 completed April 2, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f0cc434819089e78d24dfee5361 completed April 2, 2026, 1:28 p.m.
Created at: March 30, 2026, 6:11 p.m.