Triple
T23166026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sanford MMA |
E578712
|
entity |
| Predicate | trainsFighter |
P788
|
FINISHED |
| Object |
Derek Brunson
Derek Brunson is an American mixed martial artist best known for competing as a middleweight contender in the UFC, where he earned a reputation as a powerful wrestler with knockout ability.
|
E1582332
|
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: Derek Brunson | Statement: [Sanford MMA, trainsFighter, Derek Brunson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Derek Brunson Context triple: [Sanford MMA, trainsFighter, Derek Brunson]
-
A.
Donald Cerrone
Donald Cerrone is an American mixed martial artist and kickboxer known for his prolific UFC career, fan-friendly fighting style, and record number of appearances and bonuses in the promotion.
-
B.
Rafael dos Anjos
Rafael dos Anjos is a Brazilian mixed martial artist and former UFC lightweight champion known for his high-pressure striking and well-rounded grappling.
-
C.
Stephan Bonnar
Stephan Bonnar was an American mixed martial artist best known for his pivotal bout with Forrest Griffin on The Ultimate Fighter 1 finale, which helped popularize the UFC.
-
D.
Ben Askren
Ben Askren is a retired American mixed martial artist and former Olympic wrestler known for his elite grappling and championship runs in Bellator and ONE Championship.
-
E.
Robbie Lawler
Robbie Lawler is an American mixed martial artist known for his explosive striking, resilience in brutal fights, and tenure as a fan-favorite UFC welterweight champion.
- 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: Derek Brunson Triple: [Sanford MMA, trainsFighter, Derek Brunson]
Generated description
Derek Brunson is an American mixed martial artist best known for competing as a middleweight contender in the UFC, where he earned a reputation as a powerful wrestler with knockout ability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Derek Brunson Target entity description: Derek Brunson is an American mixed martial artist best known for competing as a middleweight contender in the UFC, where he earned a reputation as a powerful wrestler with knockout ability.
-
A.
Donald Cerrone
Donald Cerrone is an American mixed martial artist and kickboxer known for his prolific UFC career, fan-friendly fighting style, and record number of appearances and bonuses in the promotion.
-
B.
Rafael dos Anjos
Rafael dos Anjos is a Brazilian mixed martial artist and former UFC lightweight champion known for his high-pressure striking and well-rounded grappling.
-
C.
Stephan Bonnar
Stephan Bonnar was an American mixed martial artist best known for his pivotal bout with Forrest Griffin on The Ultimate Fighter 1 finale, which helped popularize the UFC.
-
D.
Ben Askren
Ben Askren is a retired American mixed martial artist and former Olympic wrestler known for his elite grappling and championship runs in Bellator and ONE Championship.
-
E.
Robbie Lawler
Robbie Lawler is an American mixed martial artist known for his explosive striking, resilience in brutal fights, and tenure as a fan-favorite UFC welterweight champion.
- 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_6a0c5db19e788190a151c7ef0f41611a |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5e5698e08190b21c693e7f8474b5 |
completed | May 19, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5eb9bf3c81909da3cf57e8162d8e |
completed | May 19, 2026, 12:59 p.m. |
Created at: April 17, 2026, 4:03 p.m.