Triple

T14767688
Position Surface form Disambiguated ID Type / Status
Subject Victor Ortiz E347040 entity
Predicate opponentInTitleWinningBout P18721 FINISHED
Object Andre Berto
Andre Berto is a Haitian-American former professional boxer and two-time welterweight world champion known for his explosive power and action-packed fighting style.
E1118719 NE FINISHED

How this triple was built (5 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: Andre Berto | Statement: [Victor Ortiz, opponentInTitleWinningBout, Andre Berto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andre Berto
Context triple: [Victor Ortiz, opponentInTitleWinningBout, Andre Berto]
  • A. Abner Mares
    Abner Mares is a Mexican professional boxer and former world champion in multiple weight divisions, known for his aggressive style and high-profile bouts.
  • B. Valentin Diaz
    Valentin Diaz was a Filipino revolutionary leader and founding member of the Katipunan, the secret society that spearheaded the Philippine struggle for independence from Spanish colonial rule.
  • C. Paulie Malignaggi
    Paulie Malignaggi is a retired American professional boxer and two-weight world champion known for his technical skills, quick footwork, and later work as a boxing commentator.
  • D. Victor Ortiz
    Victor Ortiz is an American former world champion professional boxer who has also appeared as an actor in films such as the boxing drama "Southpaw."
  • E. Fernando Vargas
    Fernando Vargas is a former American professional boxer and two-time light middleweight world champion known for his aggressive style and high-profile bouts in the late 1990s and early 2000s.
  • 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: Andre Berto
Triple: [Victor Ortiz, opponentInTitleWinningBout, Andre Berto]
Generated description
Andre Berto is a Haitian-American former professional boxer and two-time welterweight world champion known for his explosive power and action-packed fighting style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andre Berto
Target entity description: Andre Berto is a Haitian-American former professional boxer and two-time welterweight world champion known for his explosive power and action-packed fighting style.
  • A. Abner Mares
    Abner Mares is a Mexican professional boxer and former world champion in multiple weight divisions, known for his aggressive style and high-profile bouts.
  • B. Valentin Diaz
    Valentin Diaz was a Filipino revolutionary leader and founding member of the Katipunan, the secret society that spearheaded the Philippine struggle for independence from Spanish colonial rule.
  • C. Paulie Malignaggi
    Paulie Malignaggi is a retired American professional boxer and two-weight world champion known for his technical skills, quick footwork, and later work as a boxing commentator.
  • D. Victor Ortiz
    Victor Ortiz is an American former world champion professional boxer who has also appeared as an actor in films such as the boxing drama "Southpaw."
  • E. Fernando Vargas
    Fernando Vargas is a former American professional boxer and two-time light middleweight world champion known for his aggressive style and high-profile bouts in the late 1990s and early 2000s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: opponentInTitleWinningBout
Context triple: [Victor Ortiz, opponentInTitleWinningBout, Andre Berto]
  • A. opponentTitle
    Indicates that the object is the formal title or designation held by an opponent in a competitive or adversarial context.
  • B. wonChampionshipAgainst chosen
    Indicates that one competitor secured a championship title by defeating another specific opponent.
  • C. facedOpponent
    Indicates that one entity directly confronted or competed against another as an opponent in a contest, conflict, or challenge.
  • D. wonAgainst
    Indicates that one entity achieved victory over another in a competition, conflict, or contest.
  • E. winnerNickname
    Indicates the nickname used to refer to the entity that has won a particular contest, event, or competition.
  • F. None of above.

Provenance (6 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81236f081908063bb4350b7b985 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cf86730819082cf3f502ec16a46 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1874682881909ff97bca55bea320 completed May 8, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69fe1918fa988190b8ed746aa6f6f829 completed May 8, 2026, 5:10 p.m.
PD Predicate disambiguation batch_69de8c02e5c08190943c27594026faf7 completed April 14, 2026, 6:48 p.m.
Created at: April 10, 2026, 1:30 a.m.