Triple

T23038653
Position Surface form Disambiguated ID Type / Status
Subject Michael Bisping E573675 entity
Predicate spouse P13 FINISHED
Object Rebecca Bisping
Rebecca Bisping is best known as the wife of former UFC middleweight champion and mixed martial artist Michael Bisping.
 E1567445 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: Rebecca Bisping | Statement: [Michael Bisping, spouse, Rebecca Bisping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rebecca Bisping
Context triple: [Michael Bisping, spouse, Rebecca Bisping]
  • A. Dayna Mellanby
    Dayna Mellanby is a skilled weapons expert and freedom fighter from the British science fiction television series "Blake's 7."
  • B. Shauna Robertson
    Shauna Robertson is a Canadian film producer best known for her frequent collaborations with Judd Apatow on hit comedy films such as "Superbad," "Knocked Up," and "Forgetting Sarah Marshall."
  • C. Brittany Morgan
    Brittany Morgan is a notable individual recognized for achievements significant enough to be specifically cited as a bearer of the surname Morgan.
  • D. Chelsey Crisp
    Chelsey Crisp is an American actress and comedian best known for her role as Honey Ellis on the ABC sitcom "Fresh Off the Boat."
  • E. Michaela Baer
    Michaela Baer is an individual notable enough to be recognized as a bearer of the surname Baer, though specific widely known public information about her is limited.
  • 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: Rebecca Bisping
Triple: [Michael Bisping, spouse, Rebecca Bisping]
Generated description
Rebecca Bisping is best known as the wife of former UFC middleweight champion and mixed martial artist Michael Bisping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rebecca Bisping
Target entity description: Rebecca Bisping is best known as the wife of former UFC middleweight champion and mixed martial artist Michael Bisping.
  • A. Dayna Mellanby
    Dayna Mellanby is a skilled weapons expert and freedom fighter from the British science fiction television series "Blake's 7."
  • B. Shauna Robertson
    Shauna Robertson is a Canadian film producer best known for her frequent collaborations with Judd Apatow on hit comedy films such as "Superbad," "Knocked Up," and "Forgetting Sarah Marshall."
  • C. Brittany Morgan
    Brittany Morgan is a notable individual recognized for achievements significant enough to be specifically cited as a bearer of the surname Morgan.
  • D. Chelsey Crisp
    Chelsey Crisp is an American actress and comedian best known for her role as Honey Ellis on the ABC sitcom "Fresh Off the Boat."
  • E. Michaela Baer
    Michaela Baer is an individual notable enough to be recognized as a bearer of the surname Baer, though specific widely known public information about her is limited.
  • 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.