Triple

T6219744
Position Surface form Disambiguated ID Type / Status
Subject Kamaru Usman E139078 entity
Predicate team P3756 FINISHED
Object Sanford MMA
Sanford MMA is a prominent mixed martial arts training gym known for developing elite UFC fighters and world champions.
E578712 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: Sanford MMA | Statement: [Kamaru Usman, team, Sanford MMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sanford MMA
Context triple: [Kamaru Usman, team, Sanford MMA]
  • A. Mjölnir MMA
    Mjölnir MMA is an Icelandic mixed martial arts gym and training team known for producing high-level fighters such as UFC welterweight Gunnar Nelson.
  • B. Everlast
    Everlast is an American musician and rapper best known as the frontman of House of Pain and for his solo hit "What It's Like."
  • C. Accademia dei Pugni
    The Accademia dei Pugni was an 18th-century Milanese intellectual society and reformist circle known for promoting Enlightenment ideas and legal, political, and economic reforms in Habsburg Lombardy.
  • D. Zuffa LLC
    Zuffa LLC was the parent company that owned and operated the Ultimate Fighting Championship (UFC), playing a central role in transforming it into a global mixed martial arts powerhouse.
  • E. MMA
    The Music Modernization Act is a U.S. law that modernizes music licensing and royalty payments for songwriters and rights holders in the digital streaming era.
  • 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: Sanford MMA
Triple: [Kamaru Usman, team, Sanford MMA]
Generated description
Sanford MMA is a prominent mixed martial arts training gym known for developing elite UFC fighters and world champions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sanford MMA
Target entity description: Sanford MMA is a prominent mixed martial arts training gym known for developing elite UFC fighters and world champions.
  • A. Mjölnir MMA
    Mjölnir MMA is an Icelandic mixed martial arts gym and training team known for producing high-level fighters such as UFC welterweight Gunnar Nelson.
  • B. Everlast
    Everlast is an American musician and rapper best known as the frontman of House of Pain and for his solo hit "What It's Like."
  • C. Accademia dei Pugni
    The Accademia dei Pugni was an 18th-century Milanese intellectual society and reformist circle known for promoting Enlightenment ideas and legal, political, and economic reforms in Habsburg Lombardy.
  • D. Zuffa LLC
    Zuffa LLC was the parent company that owned and operated the Ultimate Fighting Championship (UFC), playing a central role in transforming it into a global mixed martial arts powerhouse.
  • E. MMA
    The Music Modernization Act is a U.S. law that modernizes music licensing and royalty payments for songwriters and rights holders in the digital streaming era.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bbb768819099402d367f124639 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dc349b481909ce369a82fa96412 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c214980bbc8190b188b3c821ea13ea completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c2157d43048190a0376cdc9024c5f9 completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:21 p.m.