Triple

T20169289
Position Surface form Disambiguated ID Type / Status
Subject Paulo Costa E491912 entity
Predicate competesIn P2440 FINISHED
Object UFC middleweight division
The UFC middleweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters typically weighing up to 185 pounds (84 kg).
 E571103 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: UFC middleweight division | Statement: [Paulo Costa, competesIn, UFC middleweight division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UFC middleweight division
Context triple: [Paulo Costa, competesIn, UFC middleweight division]
  • A. UFC Welterweight division
    The UFC Welterweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters typically weighing up to 170 pounds (77 kg), known for its depth of talent and historically prominent champions.
  • B. UFC lightweight division
    The UFC lightweight division is a mixed martial arts weight class in the Ultimate Fighting Championship featuring fighters competing at 155 pounds (70 kg).
  • C. UFC featherweight division
    The UFC featherweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters competing at 145 pounds (66 kg).
  • D. UFC Middleweight Championship
    The UFC Middleweight Championship is a premier mixed martial arts title contested in the Ultimate Fighting Championship’s 185-pound division, historically held by some of the sport’s most dominant and renowned fighters.
  • E. UFC heavyweight division
    The UFC heavyweight division is the organization’s heaviest male weight class, featuring some of the most powerful and hard-hitting mixed martial artists in the sport.
  • 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: UFC middleweight division
Triple: [Paulo Costa, competesIn, UFC middleweight division]
Generated description
The UFC middleweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters typically weighing up to 185 pounds (84 kg).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UFC middleweight division
Target entity description: The UFC middleweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters typically weighing up to 185 pounds (84 kg).
  • A. UFC Welterweight division
    The UFC Welterweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters typically weighing up to 170 pounds (77 kg), known for its depth of talent and historically prominent champions.
  • B. UFC lightweight division
    The UFC lightweight division is a mixed martial arts weight class in the Ultimate Fighting Championship featuring fighters competing at 155 pounds (70 kg).
  • C. UFC featherweight division
    The UFC featherweight division is a mixed martial arts weight class in the Ultimate Fighting Championship for fighters competing at 145 pounds (66 kg).
  • D. UFC Middleweight Championship chosen
    The UFC Middleweight Championship is a premier mixed martial arts title contested in the Ultimate Fighting Championship’s 185-pound division, historically held by some of the sport’s most dominant and renowned fighters.
  • E. UFC heavyweight division
    The UFC heavyweight division is the organization’s heaviest male weight class, featuring some of the most powerful and hard-hitting mixed martial artists in the sport.
  • F. None of above.

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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66846f4ec81908b0dc6a6e0ec27dd completed April 20, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083482950c8190aff6eb232ebbdd79 completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08354678488190a04794496edc4333 completed May 16, 2026, 9:13 a.m.
NED2 Entity disambiguation (via description) batch_6a08360def9c8190b8a2d48814ee13c8 completed May 16, 2026, 9:17 a.m.
Created at: April 11, 2026, 11:35 p.m.