Triple

T6806562
Position Surface form Disambiguated ID Type / Status
Subject Manny Pacquiao E156320 entity
Predicate notableFight P18483 FINISHED
Object Manny Pacquiao vs. Juan Manuel Márquez
Manny Pacquiao vs. Juan Manuel Márquez is a famed boxing rivalry comprising a series of high-level, closely contested bouts between Filipino champion Manny Pacquiao and Mexican great Juan Manuel Márquez, culminating in one of boxing’s most dramatic knockouts.
E625274 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. Juan Manuel Márquez | Statement: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Juan Manuel Márquez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manny Pacquiao vs. Juan Manuel Márquez
Context triple: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Juan Manuel Márquez]
  • A. 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.
  • B. Manny Pacquiao vs. Ricky Hatton
    Manny Pacquiao vs. Ricky Hatton was a high-profile 2009 boxing match in which Pacquiao scored a spectacular second-round knockout to win the IBO and The Ring light welterweight titles.
  • C. Manny Pacquiao vs. Miguel Cotto
    Manny Pacquiao vs. Miguel Cotto was a high-profile 2009 welterweight boxing title bout in which Pacquiao defeated Cotto by technical knockout, further cementing his status as one of the sport’s all-time greats.
  • D. 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.
  • 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. Juan Manuel Márquez
Triple: [Manny Pacquiao, notableFight, Manny Pacquiao vs. Juan Manuel Márquez]
Generated description
Manny Pacquiao vs. Juan Manuel Márquez is a famed boxing rivalry comprising a series of high-level, closely contested bouts between Filipino champion Manny Pacquiao and Mexican great Juan Manuel Márquez, culminating in one of boxing’s most dramatic knockouts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manny Pacquiao vs. Juan Manuel Márquez
Target entity description: Manny Pacquiao vs. Juan Manuel Márquez is a famed boxing rivalry comprising a series of high-level, closely contested bouts between Filipino champion Manny Pacquiao and Mexican great Juan Manuel Márquez, culminating in one of boxing’s most dramatic knockouts.
  • A. 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.
  • B. Manny Pacquiao vs. Ricky Hatton
    Manny Pacquiao vs. Ricky Hatton was a high-profile 2009 boxing match in which Pacquiao scored a spectacular second-round knockout to win the IBO and The Ring light welterweight titles.
  • C. Manny Pacquiao vs. Miguel Cotto
    Manny Pacquiao vs. Miguel Cotto was a high-profile 2009 welterweight boxing title bout in which Pacquiao defeated Cotto by technical knockout, further cementing his status as one of the sport’s all-time greats.
  • D. 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.
  • 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_69c7425a26d88190ab1e3de2e5596108 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c743a639f88190a0758194433322bf completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7445fbd488190938ec3dd59cbeb2c completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:16 p.m.