Triple

T7951451
Position Surface form Disambiguated ID Type / Status
Subject Deadliest Warrior E184622 entity
Predicate featuresHost P42287 FINISHED
Object Geoff Desmoulin
Geoff Desmoulin is a Canadian biomechanical engineer and stunt expert best known as a co-host and scientific analyst on the television series "Deadliest Warrior."
 E705058 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: Geoff Desmoulin | Statement: [Deadliest Warrior, featuresHost, Geoff Desmoulin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoff Desmoulin
Context triple: [Deadliest Warrior, featuresHost, Geoff Desmoulin]
  • A. Geoff Pierson
    Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
  • B. Jeff Gourson
    Jeff Gourson is a film editor known for his work on movies such as the comedy "White Chicks."
  • C. Alex de Grassi
    Alex de Grassi is an American acoustic guitarist and composer renowned for his intricate fingerstyle technique and influential instrumental recordings in contemporary folk and new-age music.
  • D. Eric Thibault
    Eric Thibault is a professional basketball coach best known for leading the WNBA’s Washington Mystics.
  • E. Mike Brereton
    Mike Brereton is an athlete known for playing with the sports team The Warriors.
  • 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: Geoff Desmoulin
Triple: [Deadliest Warrior, featuresHost, Geoff Desmoulin]
Generated description
Geoff Desmoulin is a Canadian biomechanical engineer and stunt expert best known as a co-host and scientific analyst on the television series "Deadliest Warrior."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoff Desmoulin
Target entity description: Geoff Desmoulin is a Canadian biomechanical engineer and stunt expert best known as a co-host and scientific analyst on the television series "Deadliest Warrior."
  • A. Geoff Pierson
    Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
  • B. Jeff Gourson
    Jeff Gourson is a film editor known for his work on movies such as the comedy "White Chicks."
  • C. Alex de Grassi
    Alex de Grassi is an American acoustic guitarist and composer renowned for his intricate fingerstyle technique and influential instrumental recordings in contemporary folk and new-age music.
  • D. Eric Thibault
    Eric Thibault is a professional basketball coach best known for leading the WNBA’s Washington Mystics.
  • E. Mike Brereton
    Mike Brereton is an athlete known for playing with the sports team The Warriors.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5c95908190b6ee900d2b324574 completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0530b8881908e35b10917e69899 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cc46bfad4081908de1667b8a10ed0a completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47e7167881908dce54e8b4615900 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:10 p.m.