Triple

T24766434
Position Surface form Disambiguated ID Type / Status
Subject Manny Pacquiao vs. Oscar De La Hoya E619594 entity
Predicate fighter2Trainer P158109 FINISHED
Object Nacho Beristain
Nacho Beristain is a renowned Mexican boxing trainer and Hall of Famer known for coaching numerous world champions and being one of the sport’s most respected cornermen.
 E1657189 NE FINISHED

How this triple was built (3 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: Nacho Beristain | Statement: [Manny Pacquiao vs. Oscar De La Hoya, fighter2Trainer, Nacho Beristain]
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: Nacho Beristain
Triple: [Manny Pacquiao vs. Oscar De La Hoya, fighter2Trainer, Nacho Beristain]
Generated description
Nacho Beristain is a renowned Mexican boxing trainer and Hall of Famer known for coaching numerous world champions and being one of the sport’s most respected cornermen.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: fighter2Trainer
Context triple: [Manny Pacquiao vs. Oscar De La Hoya, fighter2Trainer, Nacho Beristain]
  • A. fighter1Trainer
    Indicates that one entity serves as the trainer or coach responsible for preparing and guiding the first fighter entity.
  • B. fighter2
    Indicates that the subject is the second participant (opponent) in a fighting or combat relationship or event.
  • C. fighter1
    Indicates that the subject is the first participant or primary combatant in a fight or competitive physical confrontation.
  • D. fighter2FullName
    Indicates the full name of the second fighter involved in a fighting-related relationship or event.
  • E. fighter2Heritage
    Indicates that a second fighter’s background, lineage, or cultural origin is associated with a particular heritage.
  • F. None of above. chosen

Provenance (7 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_69e2fabbea94819092ed41348909622f completed April 18, 2026, 3:30 a.m.
NER Named-entity recognition batch_69f464b4c9b0819085daa00c7c3b8b76 completed May 1, 2026, 8:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a103300c9c0819095376c4ef4272557 completed May 22, 2026, 10:42 a.m.
NEDg Description generation batch_6a10341e764c819083c10e4d151da1c6 completed May 22, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_6a1034cf890881908bd25523cdb83586 completed May 22, 2026, 10:49 a.m.
PD Predicate disambiguation batch_69f45cf017a88190b4985b11159c907d completed May 1, 2026, 7:57 a.m.
PDg Predicate description generation batch_69f464ae42e88190b3549fdf4e0b425e completed May 1, 2026, 8:30 a.m.
Created at: April 18, 2026, 4:28 a.m.