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.