Triple

T5732886
Position Surface form Disambiguated ID Type / Status
Subject Marvin Hagler E126425 entity
Predicate notableFight P18483 FINISHED
Object 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.
 E541070 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: Marvin Hagler vs. Thomas Hearns | Statement: [Marvin Hagler, notableFight, Marvin Hagler vs. Thomas Hearns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marvin Hagler vs. Thomas Hearns
Context triple: [Marvin Hagler, notableFight, Marvin Hagler vs. Thomas Hearns]
  • A. 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.
  • B. Muhammad Ali vs. George Foreman
    Muhammad Ali vs. George Foreman, known as "The Rumble in the Jungle," was the legendary 1974 heavyweight boxing match in Zaire where Ali regained the world title with his famous "rope-a-dope" strategy.
  • C. Muhammad Ali vs. Joe Frazier trilogy
    The Muhammad Ali vs. Joe Frazier trilogy is the legendary three-fight boxing rivalry between heavyweight champions Muhammad Ali and Joe Frazier, widely regarded as one of the greatest series in sports history.
  • D. Larry Holmes vs. Muhammad Ali
    "Larry Holmes vs. Muhammad Ali" was a 1980 heavyweight boxing title bout in which a prime Holmes dominated an aging Ali in one of the sport’s most historically significant and poignant fights.
  • E. Muhammad Ali vs Sonny Liston fight
    The Muhammad Ali vs. Sonny Liston fight was a landmark heavyweight boxing bout that helped cement Ali’s legendary status and dramatically reshaped the sport’s history and popular culture.
  • 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: Marvin Hagler vs. Thomas Hearns
Triple: [Marvin Hagler, notableFight, Marvin Hagler vs. Thomas Hearns]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marvin Hagler vs. Thomas Hearns
Target entity description: "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.
  • A. 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.
  • B. Muhammad Ali vs. George Foreman
    Muhammad Ali vs. George Foreman, known as "The Rumble in the Jungle," was the legendary 1974 heavyweight boxing match in Zaire where Ali regained the world title with his famous "rope-a-dope" strategy.
  • C. Muhammad Ali vs. Joe Frazier trilogy
    The Muhammad Ali vs. Joe Frazier trilogy is the legendary three-fight boxing rivalry between heavyweight champions Muhammad Ali and Joe Frazier, widely regarded as one of the greatest series in sports history.
  • D. Larry Holmes vs. Muhammad Ali
    "Larry Holmes vs. Muhammad Ali" was a 1980 heavyweight boxing title bout in which a prime Holmes dominated an aging Ali in one of the sport’s most historically significant and poignant fights.
  • E. Muhammad Ali vs Sonny Liston fight
    The Muhammad Ali vs. Sonny Liston fight was a landmark heavyweight boxing bout that helped cement Ali’s legendary status and dramatically reshaped the sport’s history and popular culture.
  • 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02534288c8190807dcdd183fccfe5 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a931b3c819092119a1587625eb5 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:47 p.m.