Triple

T16041774
Position Surface form Disambiguated ID Type / Status
Subject Barnstormers E389112 entity
Predicate notableFormerCoach P4378 FINISHED
Object John Gregory
John Gregory was a prominent American football coach best known for his successful stints in the Canadian Football League and various indoor football leagues.
 E1229233 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 Gregory | Statement: [Barnstormers, notableFormerCoach, John Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Gregory
Context triple: [Barnstormers, notableFormerCoach, John Gregory]
  • A. John Gregory
    John Gregory was a prominent North American fur trader and explorer associated with the elite Beaver Club of Montreal in the late 18th and early 19th centuries.
  • B. Paul Gregory
    Paul Gregory was an American theatrical and film producer best known for staging the hit play and film adaptation of "The Night of the Hunter."
  • C. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • D. John Walter Gregory
    John Walter Gregory was a British geologist and explorer renowned for his pioneering work on the geology of East Africa and the Great Rift Valley.
  • E. Gregory Bourke
    Gregory Bourke is an American LGBTQ+ rights activist known for his role as a lead plaintiff in the landmark same-sex marriage case Love v. Beshear.
  • 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 Gregory
Triple: [Barnstormers, notableFormerCoach, John Gregory]
Generated description
John Gregory was a prominent American football coach best known for his successful stints in the Canadian Football League and various indoor football leagues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Gregory
Target entity description: John Gregory was a prominent American football coach best known for his successful stints in the Canadian Football League and various indoor football leagues.
  • A. John Gregory
    John Gregory was a prominent North American fur trader and explorer associated with the elite Beaver Club of Montreal in the late 18th and early 19th centuries.
  • B. Paul Gregory
    Paul Gregory was an American theatrical and film producer best known for staging the hit play and film adaptation of "The Night of the Hunter."
  • C. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • D. John Walter Gregory
    John Walter Gregory was a British geologist and explorer renowned for his pioneering work on the geology of East Africa and the Great Rift Valley.
  • E. Gregory Bourke
    Gregory Bourke is an American LGBTQ+ rights activist known for his role as a lead plaintiff in the landmark same-sex marriage case Love v. Beshear.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18340686881909135fc43a0a71b20 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009183a94081909c5892b1ccbc1d7a completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00925fda608190b3674bd5e9ca6bf5 completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00939075d88190a63cdd942eb3fea8 completed May 10, 2026, 2:17 p.m.
Created at: April 10, 2026, 4:56 a.m.