Triple

T12512263
Position Surface form Disambiguated ID Type / Status
Subject Jermain Taylor E299107 entity
Predicate fight P30824 FINISHED
Object Jermain Taylor vs Bernard Hopkins I
Jermain Taylor vs Bernard Hopkins I was a 2005 middleweight championship boxing match in which the rising contender Taylor controversially dethroned long-reigning champion Hopkins.
 E299107 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: Jermain Taylor vs Bernard Hopkins I | Statement: [Jermain Taylor, fight, Jermain Taylor vs Bernard Hopkins I]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jermain Taylor vs Bernard Hopkins I
Context triple: [Jermain Taylor, fight, Jermain Taylor vs Bernard Hopkins I]
  • A. Jermain Taylor
    Jermain Taylor is an American former professional boxer and undisputed middleweight champion known for his victories over Bernard Hopkins in the mid-2000s.
  • B. Evander Holyfield vs. George Foreman
    Evander Holyfield vs. George Foreman was a 1991 heavyweight boxing title fight in which the young champion Holyfield defended his crown against the comebacking former champion Foreman in a highly publicized generational showdown.
  • C. Evander Holyfield vs. Buster Douglas
    Evander Holyfield vs. Buster Douglas was a 1990 heavyweight boxing title fight in which Holyfield defeated Douglas to become the undisputed world heavyweight champion.
  • D. Marvin Hagler vs. Thomas Hearns
    "Marvin Hagler vs. Thomas Hearns" is a legendary 1985 middleweight boxing match, widely regarded as one of the most explosive and action-packed fights in boxing history.
  • E. Tyson–Holyfield I
    Tyson–Holyfield I was the 1996 heavyweight boxing championship bout in which Evander Holyfield upset Mike Tyson to win the WBA title.
  • 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: Jermain Taylor vs Bernard Hopkins I
Triple: [Jermain Taylor, fight, Jermain Taylor vs Bernard Hopkins I]
Generated description
Jermain Taylor vs Bernard Hopkins I was a 2005 middleweight championship boxing match in which the rising contender Taylor controversially dethroned long-reigning champion Hopkins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jermain Taylor vs Bernard Hopkins I
Target entity description: Jermain Taylor vs Bernard Hopkins I was a 2005 middleweight championship boxing match in which the rising contender Taylor controversially dethroned long-reigning champion Hopkins.
  • A. Jermain Taylor chosen
    Jermain Taylor is an American former professional boxer and undisputed middleweight champion known for his victories over Bernard Hopkins in the mid-2000s.
  • B. Evander Holyfield vs. George Foreman
    Evander Holyfield vs. George Foreman was a 1991 heavyweight boxing title fight in which the young champion Holyfield defended his crown against the comebacking former champion Foreman in a highly publicized generational showdown.
  • C. Evander Holyfield vs. Buster Douglas
    Evander Holyfield vs. Buster Douglas was a 1990 heavyweight boxing title fight in which Holyfield defeated Douglas to become the undisputed world heavyweight champion.
  • D. Marvin Hagler vs. Thomas Hearns
    "Marvin Hagler vs. Thomas Hearns" is a legendary 1985 middleweight boxing match, widely regarded as one of the most explosive and action-packed fights in boxing history.
  • E. Tyson–Holyfield I
    Tyson–Holyfield I was the 1996 heavyweight boxing championship bout in which Evander Holyfield upset Mike Tyson to win the WBA title.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541d6e508190a4992f328e077467 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbba5fc819082a4171a5a77183a completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64d15a97c81909046190f0d0fd986 completed May 2, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f64e6d311c8190b851b89e394165d0 completed May 2, 2026, 7:20 p.m.
Created at: April 8, 2026, 9:57 p.m.