Triple

T23038640
Position Surface form Disambiguated ID Type / Status
Subject Michael Bisping E573675 entity
Predicate foughtOpponent P18497 FINISHED
Object Brian Stann
Brian Stann is a retired American mixed martial artist, former WEC Light Heavyweight Champion, decorated U.S. Marine Corps officer, and later UFC commentator.
 E1567442 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: Brian Stann | Statement: [Michael Bisping, foughtOpponent, Brian Stann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Stann
Context triple: [Michael Bisping, foughtOpponent, Brian Stann]
  • A. Paul Daley
    Paul Daley is an English mixed martial artist and kickboxer known for his explosive striking power and extensive career in promotions such as the UFC, Strikeforce, and Bellator.
  • B. Trevor Staines
    Trevor Staines is a pseudonym used by British science fiction author John Brunner for some of his published works.
  • C. Henry Stracey
    Henry Stracey is a musician best known as a member of the British rock and roll band The Roulettes, who were active in the 1960s.
  • D. Mark Hunt
    Mark Hunt is a New Zealand mixed martial artist and former K-1 kickboxing world champion known for his knockout power and success in heavyweight combat sports.
  • E. Craig Jones
    Craig Jones is an American musician best known as the sampler and keyboardist for the masked metal band Slipknot.
  • 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: Brian Stann
Triple: [Michael Bisping, foughtOpponent, Brian Stann]
Generated description
Brian Stann is a retired American mixed martial artist, former WEC Light Heavyweight Champion, decorated U.S. Marine Corps officer, and later UFC commentator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Stann
Target entity description: Brian Stann is a retired American mixed martial artist, former WEC Light Heavyweight Champion, decorated U.S. Marine Corps officer, and later UFC commentator.
  • A. Paul Daley
    Paul Daley is an English mixed martial artist and kickboxer known for his explosive striking power and extensive career in promotions such as the UFC, Strikeforce, and Bellator.
  • B. Trevor Staines
    Trevor Staines is a pseudonym used by British science fiction author John Brunner for some of his published works.
  • C. Henry Stracey
    Henry Stracey is a musician best known as a member of the British rock and roll band The Roulettes, who were active in the 1960s.
  • D. Mark Hunt
    Mark Hunt is a New Zealand mixed martial artist and former K-1 kickboxing world champion known for his knockout power and success in heavyweight combat sports.
  • E. Craig Jones
    Craig Jones is an American musician best known as the sampler and keyboardist for the masked metal band Slipknot.
  • 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_69e245b911188190bc3d96326c847969 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f185121da0819095b523d7d2c923ab completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2ba6cd48190adfde89532b51f43 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0c0332a0288190a51b29aa03e1969a completed May 19, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0c04d4722c8190967b59808f6c1e36 completed May 19, 2026, 6:36 a.m.
Created at: April 17, 2026, 3:53 p.m.