Triple

T23165623
Position Surface form Disambiguated ID Type / Status
Subject UFC 2 E578703 entity
Predicate referee P268 FINISHED
Object John McCarthy
John McCarthy is a pioneering mixed martial arts referee best known for his long tenure officiating in the early days of the Ultimate Fighting Championship.
 E1572897 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 McCarthy | Statement: [UFC 2, referee, John McCarthy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John McCarthy
Context triple: [UFC 2, referee, John McCarthy]
  • A. John McCarthy
    John McCarthy was an American computer scientist and cognitive scientist best known as a pioneer of artificial intelligence and the creator of the Lisp programming language.
  • B. John McCarthy
    John McCarthy was a British composer and arranger known for his work in television and film music, including contributions to notable series and soundtracks.
  • C. John MacCarthy
    John MacCarthy was a Roman Catholic prelate who served as an earlier bishop (ordinary) of the Archdiocese of Kaduna in Nigeria.
  • D. Marvin Minsky
    Marvin Minsky was an American cognitive scientist and pioneering artificial intelligence researcher who co-founded MIT's AI Laboratory and made foundational contributions to the theory and philosophy of AI.
  • E. Allen Newell
    Allen Newell was a pioneering American computer scientist and cognitive psychologist best known for his foundational work in artificial intelligence and human problem-solving, often in collaboration with Herbert A. Simon.
  • 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 McCarthy
Triple: [UFC 2, referee, John McCarthy]
Generated description
John McCarthy is a pioneering mixed martial arts referee best known for his long tenure officiating in the early days of the Ultimate Fighting Championship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John McCarthy
Target entity description: John McCarthy is a pioneering mixed martial arts referee best known for his long tenure officiating in the early days of the Ultimate Fighting Championship.
  • A. John McCarthy
    John McCarthy was an American computer scientist and cognitive scientist best known as a pioneer of artificial intelligence and the creator of the Lisp programming language.
  • B. John McCarthy
    John McCarthy was a British composer and arranger known for his work in television and film music, including contributions to notable series and soundtracks.
  • C. John MacCarthy
    John MacCarthy was a Roman Catholic prelate who served as an earlier bishop (ordinary) of the Archdiocese of Kaduna in Nigeria.
  • D. Marvin Minsky
    Marvin Minsky was an American cognitive scientist and pioneering artificial intelligence researcher who co-founded MIT's AI Laboratory and made foundational contributions to the theory and philosophy of AI.
  • E. Allen Newell
    Allen Newell was a pioneering American computer scientist and cognitive psychologist best known for his foundational work in artificial intelligence and human problem-solving, often in collaboration with Herbert A. Simon.
  • 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_69e245fc75348190a0288401044c8af8 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f2bca4881909f6148d588948018 completed April 29, 2026, 4:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30a4760881908b4e306b896df80e completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c32ab76988190917b76806a6c2c80 completed May 19, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3335e83c8190a9bee47e86215c05 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 4:03 p.m.