Triple

T23038651
Position Surface form Disambiguated ID Type / Status
Subject Michael Bisping E573675 entity
Predicate authoredWork P4 FINISHED
Object Quitters Never Win
Quitters Never Win is the autobiography of former UFC middleweight champion Michael Bisping, chronicling his journey from humble beginnings to becoming a world champion fighter.
 E1567444 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: Quitters Never Win | Statement: [Michael Bisping, authoredWork, Quitters Never Win]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quitters Never Win
Context triple: [Michael Bisping, authoredWork, Quitters Never Win]
  • A. I Can't Quit
    "I Can't Quit" is a song by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and determined persona.
  • B. I Can't Quit
    "I Can't Quit" is an energetic indie rock song by British band The Vaccines, known for its catchy hooks and themes of romantic frustration.
  • C. Don’t Quit While You’re Ahead
    "Don’t Quit While You’re Ahead" is a prominent musical number from the Broadway adaptation of Charles Dickens’ unfinished novel *The Mystery of Edwin Drood*, known for its lively ensemble performance and meta-theatrical flair.
  • D. Quitter
    "Quitter" is a track from the punk rock band Against Me!'s album "We’re All Gonna Die," known for its raw energy and introspective lyrics.
  • E. Quitter
    "Quitter" is a track featured on the album "Play On," likely contributing to its overall musical narrative and style.
  • 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: Quitters Never Win
Triple: [Michael Bisping, authoredWork, Quitters Never Win]
Generated description
Quitters Never Win is the autobiography of former UFC middleweight champion Michael Bisping, chronicling his journey from humble beginnings to becoming a world champion fighter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quitters Never Win
Target entity description: Quitters Never Win is the autobiography of former UFC middleweight champion Michael Bisping, chronicling his journey from humble beginnings to becoming a world champion fighter.
  • A. I Can't Quit
    "I Can't Quit" is a song by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and determined persona.
  • B. I Can't Quit
    "I Can't Quit" is an energetic indie rock song by British band The Vaccines, known for its catchy hooks and themes of romantic frustration.
  • C. Don’t Quit While You’re Ahead
    "Don’t Quit While You’re Ahead" is a prominent musical number from the Broadway adaptation of Charles Dickens’ unfinished novel *The Mystery of Edwin Drood*, known for its lively ensemble performance and meta-theatrical flair.
  • D. Quitter
    "Quitter" is a track from the punk rock band Against Me!'s album "We’re All Gonna Die," known for its raw energy and introspective lyrics.
  • E. Quitter
    "Quitter" is a track featured on the album "Play On," likely contributing to its overall musical narrative and style.
  • 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.