Triple

T6446831
Position Surface form Disambiguated ID Type / Status
Subject Robbie Lawler E138362 entity
Predicate trainedBy P3665 FINISHED
Object Pat Miletich
Pat Miletich is an American former mixed martial artist and renowned coach, best known as a pioneering UFC welterweight champion and founder of the influential Miletich Fighting Systems camp.
 E594840 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: Pat Miletich | Statement: [Robbie Lawler, trainedBy, Pat Miletich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pat Miletich
Context triple: [Robbie Lawler, trainedBy, Pat Miletich]
  • A. Ken Shamrock
    Ken Shamrock is an American mixed martial artist and professional wrestler widely regarded as one of the early pioneers and stars of the Ultimate Fighting Championship.
  • B. Chuck Liddell
    Chuck Liddell is a retired American mixed martial artist and former UFC Light Heavyweight Champion widely regarded as one of the sport’s early superstars and most iconic knockout artists.
  • C. Michael Bisping
    Michael Bisping is a retired English mixed martial artist, former UFC Middleweight Champion, and Hall of Famer known for his striking, durability, and long tenure in the sport.
  • D. Randy Couture
    Randy Couture is an American mixed martial artist and actor, best known as a multi-time UFC champion and a prominent figure in the sport’s early mainstream popularity.
  • E. Nick Diaz
    Nick Diaz is an American mixed martial artist known for his high-volume boxing, Brazilian jiu-jitsu skills, and cult-favorite status in organizations like the UFC and Strikeforce.
  • 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: Pat Miletich
Triple: [Robbie Lawler, trainedBy, Pat Miletich]
Generated description
Pat Miletich is an American former mixed martial artist and renowned coach, best known as a pioneering UFC welterweight champion and founder of the influential Miletich Fighting Systems camp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pat Miletich
Target entity description: Pat Miletich is an American former mixed martial artist and renowned coach, best known as a pioneering UFC welterweight champion and founder of the influential Miletich Fighting Systems camp.
  • A. Ken Shamrock
    Ken Shamrock is an American mixed martial artist and professional wrestler widely regarded as one of the early pioneers and stars of the Ultimate Fighting Championship.
  • B. Chuck Liddell
    Chuck Liddell is a retired American mixed martial artist and former UFC Light Heavyweight Champion widely regarded as one of the sport’s early superstars and most iconic knockout artists.
  • C. Michael Bisping
    Michael Bisping is a retired English mixed martial artist, former UFC Middleweight Champion, and Hall of Famer known for his striking, durability, and long tenure in the sport.
  • D. Randy Couture
    Randy Couture is an American mixed martial artist and actor, best known as a multi-time UFC champion and a prominent figure in the sport’s early mainstream popularity.
  • E. Nick Diaz
    Nick Diaz is an American mixed martial artist known for his high-volume boxing, Brazilian jiu-jitsu skills, and cult-favorite status in organizations like the UFC and Strikeforce.
  • 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_69c008aa61ac8190bc96715ed79fe2d8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0698edeac81909426902471d8a57b completed March 22, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bcd09e0819097eb60d13e8058dd completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64fba85a08190ad270b010294f86a completed March 27, 2026, 9:36 a.m.
NED2 Entity disambiguation (via description) batch_69c6508c2fb481909da94b4f67e95ecf completed March 27, 2026, 9:40 a.m.
Created at: March 22, 2026, 4:46 p.m.