Triple

T22357614
Position Surface form Disambiguated ID Type / Status
Subject Cummings School of Veterinary Medicine at Tufts University E552694 entity
Predicate namedAfter P63 FINISHED
Object Bill Cummings
Bill Cummings is an American businessman and philanthropist known for his major charitable contributions to education and healthcare institutions.
E1532980 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: Bill Cummings | Statement: [Cummings School of Veterinary Medicine at Tufts University, namedAfter, Bill Cummings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Cummings
Context triple: [Cummings School of Veterinary Medicine at Tufts University, namedAfter, Bill Cummings]
  • A. David Cummings
    David Cummings is a British comedy writer best known for co-writing the film "Kevin & Perry Go Large" and his work on various UK television comedies.
  • B. James Cummings
    James Cummings is a screenwriter best known for his work on the British crime thriller film "Boiling Point."
  • C. Dennis Cummings
    Dennis Cummings is a film and television producer best known for his executive production work on the animated musical special "Entergalactic."
  • D. Rob Cunningham
    Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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: Bill Cummings
Triple: [Cummings School of Veterinary Medicine at Tufts University, namedAfter, Bill Cummings]
Generated description
Bill Cummings is an American businessman and philanthropist known for his major charitable contributions to education and healthcare institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Cummings
Target entity description: Bill Cummings is an American businessman and philanthropist known for his major charitable contributions to education and healthcare institutions.
  • A. David Cummings
    David Cummings is a British comedy writer best known for co-writing the film "Kevin & Perry Go Large" and his work on various UK television comedies.
  • B. James Cummings
    James Cummings is a screenwriter best known for his work on the British crime thriller film "Boiling Point."
  • C. Dennis Cummings
    Dennis Cummings is a film and television producer best known for his executive production work on the animated musical special "Entergalactic."
  • D. Rob Cunningham
    Rob Cunningham is a Canadian video game developer best known as a co-founder of Relic Entertainment and the founder and CEO of Blackbird Interactive, where he has led the creation of acclaimed strategy and sci-fi titles.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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_69e11e4a0ad08190a385b4d343cf6524 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157d1a87c8190a3e195cfbbb0d64f completed April 29, 2026, 12:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae05fed7c81909e1ff743ef607d42 completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae1d85d08819090fedead132fdd28 completed May 18, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae27a0cd88190aa869980829625a4 completed May 18, 2026, 9:57 a.m.
Created at: April 16, 2026, 8:44 p.m.