Triple

T6806559
Position Surface form Disambiguated ID Type / Status
Subject Manny Pacquiao E156320 entity
Predicate notableFight P18483 FINISHED
Object Manny Pacquiao vs. Oscar De La Hoya
Manny Pacquiao vs. Oscar De La Hoya was a highly publicized 2008 boxing super-fight in Las Vegas that marked Pacquiao’s dominant rise across weight classes and effectively ended De La Hoya’s career as a top-level fighter.
E619594 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: Manny Pacquiao vs. Oscar De La Hoya | Statement: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Oscar De La Hoya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manny Pacquiao vs. Oscar De La Hoya
Context triple: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Oscar De La Hoya]
  • A. Marvin Hagler vs. Roberto Durán
    Marvin Hagler vs. Roberto Durán was a 1983 middleweight boxing title bout in which champion Marvelous Marvin Hagler defended his crown against legendary lightweight great Roberto Durán in a highly anticipated clash of all-time greats.
  • B. Oscar De La Hoya
    Oscar De La Hoya is an American former professional boxer and Olympic gold medalist who became a multi-division world champion and later a prominent boxing promoter.
  • C. 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.
  • 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. Thrilla in Manila
    Thrilla in Manila was the legendary 1975 heavyweight boxing title bout between Muhammad Ali and Joe Frazier, widely regarded as one of the greatest and most brutal fights in boxing history.
  • 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: Manny Pacquiao vs. Oscar De La Hoya
Triple: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Oscar De La Hoya]
Generated description
Manny Pacquiao vs. Oscar De La Hoya was a highly publicized 2008 boxing super-fight in Las Vegas that marked Pacquiao’s dominant rise across weight classes and effectively ended De La Hoya’s career as a top-level fighter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manny Pacquiao vs. Oscar De La Hoya
Target entity description: Manny Pacquiao vs. Oscar De La Hoya was a highly publicized 2008 boxing super-fight in Las Vegas that marked Pacquiao’s dominant rise across weight classes and effectively ended De La Hoya’s career as a top-level fighter.
  • A. Marvin Hagler vs. Roberto Durán
    Marvin Hagler vs. Roberto Durán was a 1983 middleweight boxing title bout in which champion Marvelous Marvin Hagler defended his crown against legendary lightweight great Roberto Durán in a highly anticipated clash of all-time greats.
  • B. Oscar De La Hoya
    Oscar De La Hoya is an American former professional boxer and Olympic gold medalist who became a multi-division world champion and later a prominent boxing promoter.
  • C. 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.
  • 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. Thrilla in Manila
    Thrilla in Manila was the legendary 1975 heavyweight boxing title bout between Muhammad Ali and Joe Frazier, widely regarded as one of the greatest and most brutal fights in boxing history.
  • 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_69c68826e6a48190a3d220b541e639de completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d30a006081908996e31aa7ced0ac completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71aa27cec81909f45911ffa44ea6f completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71bb4dcf08190b3b333f6a282bd8a completed March 28, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69c71c4133908190a2b0a79475101666 completed March 28, 2026, 12:09 a.m.
Created at: March 27, 2026, 2:16 p.m.