Triple

T7174796
Position Surface form Disambiguated ID Type / Status
Subject Thomas Hearns E167291 entity
Predicate notableFight P18483 FINISHED
Object Thomas Hearns vs Sugar Ray Leonard I (1981)
Thomas Hearns vs Sugar Ray Leonard I (1981) was a legendary welterweight world title unification bout often remembered as one of boxing’s greatest fights, showcasing a dramatic clash of styles and a late-round comeback victory for Leonard.
E646815 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: Thomas Hearns vs Sugar Ray Leonard I (1981) | Statement: [Thomas Hearns, notableFight, Thomas Hearns vs Sugar Ray Leonard I (1981)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Hearns vs Sugar Ray Leonard I (1981)
Context triple: [Thomas Hearns, notableFight, Thomas Hearns vs Sugar Ray Leonard I (1981)]
  • A. 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.
  • B. Marvin Hagler vs. Sugar Ray Leonard
    "Marvin Hagler vs. Sugar Ray Leonard" is the legendary 1987 middleweight boxing championship bout widely remembered for its high skill level, controversy over the judges’ decision, and its impact on both fighters’ legacies.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Thomas Hearns vs Sugar Ray Leonard I (1981)
Triple: [Thomas Hearns, notableFight, Thomas Hearns vs Sugar Ray Leonard I (1981)]
Generated description
Thomas Hearns vs Sugar Ray Leonard I (1981) was a legendary welterweight world title unification bout often remembered as one of boxing’s greatest fights, showcasing a dramatic clash of styles and a late-round comeback victory for Leonard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Hearns vs Sugar Ray Leonard I (1981)
Target entity description: Thomas Hearns vs Sugar Ray Leonard I (1981) was a legendary welterweight world title unification bout often remembered as one of boxing’s greatest fights, showcasing a dramatic clash of styles and a late-round comeback victory for Leonard.
  • A. 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.
  • B. Marvin Hagler vs. Sugar Ray Leonard
    "Marvin Hagler vs. Sugar Ray Leonard" is the legendary 1987 middleweight boxing championship bout widely remembered for its high skill level, controversy over the judges’ decision, and its impact on both fighters’ legacies.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c68889a2748190a316c5e65360361a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e88d770c8190b8d06dcd08447c08 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b921b1e48190b25c1337f6187174 completed March 28, 2026, 11:18 a.m.
NEDg Description generation batch_69c7b9b0867081909be41ffb8b088e16 completed March 28, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba1a770c819085a25eb796312822 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:48 p.m.