Triple

T6107194
Position Surface form Disambiguated ID Type / Status
Subject UFC 1 E136144 entity
Predicate fighter P41483 FINISHED
Object 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.
 E568764 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: Ken Shamrock | Statement: [UFC 1, fighter, Ken Shamrock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ken Shamrock
Context triple: [UFC 1, fighter, Ken Shamrock]
  • A. 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.
  • 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. Steve Austin
    Steve Austin is a retired professional wrestler and actor best known for his "Stone Cold" persona in WWE and roles in action films.
  • D. John Briscoe
    John Briscoe was a renowned engineer and water resources expert recognized globally for his contributions to water management and policy.
  • E. Marcus Brody
    Marcus Brody is a scholarly, somewhat bumbling museum curator and close friend of Indiana Jones who appears in the Indiana Jones film series.
  • 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: Ken Shamrock
Triple: [UFC 1, fighter, Ken Shamrock]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ken Shamrock
Target entity description: 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.
  • A. 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.
  • 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. Steve Austin
    Steve Austin is a retired professional wrestler and actor best known for his "Stone Cold" persona in WWE and roles in action films.
  • D. John Briscoe
    John Briscoe was a renowned engineer and water resources expert recognized globally for his contributions to water management and policy.
  • E. Marcus Brody
    Marcus Brody is a scholarly, somewhat bumbling museum curator and close friend of Indiana Jones who appears in the Indiana Jones film series.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b806bd48190b6f020af3391adb8 completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1255b27a88190b45b664a2ba41166 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125ede4f88190989a5a40accd2745 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c1268ffc7481909a9bd2be039dbf45 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:13 p.m.