Triple

T23165665
Position Surface form Disambiguated ID Type / Status
Subject UFC 4 E578704 entity
Predicate commentator P13626 FINISHED
Object Bruce Beck
Bruce Beck is an American sportscaster best known for his play-by-play work in various sports, including early Ultimate Fighting Championship events and New York–area professional teams.
 E1572903 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: Bruce Beck | Statement: [UFC 4, commentator, Bruce Beck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce Beck
Context triple: [UFC 4, commentator, Bruce Beck]
  • A. Paul Beck
    Paul Beck is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely recognized figures like musician Beck.
  • B. Eric Beck
    Eric Beck is an American rock climber known for pioneering significant first ascents, including the classic Yosemite route Snake Dike on Half Dome.
  • C. George L. Beck Jr.
    George L. Beck Jr. is an American lawyer who served as the United States Attorney for the Middle District of Alabama.
  • D. Christopher Beck
    Christopher Beck is a Canadian composer best known for his film and television scores, including work on major Hollywood productions.
  • E. Lawrence Beck
    Lawrence Beck is an American businessman best known as one of the founders of the waste disposal and environmental services company Waste Management, Inc.
  • 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: Bruce Beck
Triple: [UFC 4, commentator, Bruce Beck]
Generated description
Bruce Beck is an American sportscaster best known for his play-by-play work in various sports, including early Ultimate Fighting Championship events and New York–area professional teams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce Beck
Target entity description: Bruce Beck is an American sportscaster best known for his play-by-play work in various sports, including early Ultimate Fighting Championship events and New York–area professional teams.
  • A. Paul Beck
    Paul Beck is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely recognized figures like musician Beck.
  • B. Eric Beck
    Eric Beck is an American rock climber known for pioneering significant first ascents, including the classic Yosemite route Snake Dike on Half Dome.
  • C. George L. Beck Jr.
    George L. Beck Jr. is an American lawyer who served as the United States Attorney for the Middle District of Alabama.
  • D. Christopher Beck
    Christopher Beck is a Canadian composer best known for his film and television scores, including work on major Hollywood productions.
  • E. Lawrence Beck
    Lawrence Beck is an American businessman best known as one of the founders of the waste disposal and environmental services company Waste Management, Inc.
  • 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_6a0c30a4760881908b4e306b896df80e completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c32ab76988190917b76806a6c2c80 completed May 19, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3335e83c8190a9bee47e86215c05 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 4:03 p.m.