Triple

T7537654
Position Surface form Disambiguated ID Type / Status
Subject José Luis Castillo E178189 entity
Predicate opponent P437 FINISHED
Object Julio Díaz
Julio Díaz is a Mexican former professional boxer and two-time IBF lightweight world champion known for his technical skill and resilience in the ring.
 E692065 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: Julio Díaz | Statement: [José Luis Castillo, opponent, Julio Díaz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Julio Díaz
Context triple: [José Luis Castillo, opponent, Julio Díaz]
  • A. Guillermo Díaz
    Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
  • B. Jorge Bustamante
    Jorge Bustamante is a prominent Mexican sociologist and human rights advocate known for his pioneering work on migration and border issues between Mexico and the United States.
  • C. Francisco Javier Venegas
    Francisco Javier Venegas was a Spanish military officer and colonial administrator who served as viceroy of New Spain and led royalist forces against insurgents during the early stages of the Mexican War of Independence.
  • D. J. Carlos Zapata
    J. Carlos Zapata is a prominent architect and designer known for his work on innovative, high-profile building projects.
  • E. Miguel García
    Miguel García is a common Spanish personal name shared by numerous individuals across fields such as sports, arts, and public life.
  • 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: Julio Díaz
Triple: [José Luis Castillo, opponent, Julio Díaz]
Generated description
Julio Díaz is a Mexican former professional boxer and two-time IBF lightweight world champion known for his technical skill and resilience in the ring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Julio Díaz
Target entity description: Julio Díaz is a Mexican former professional boxer and two-time IBF lightweight world champion known for his technical skill and resilience in the ring.
  • A. Guillermo Díaz
    Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
  • B. Jorge Bustamante
    Jorge Bustamante is a prominent Mexican sociologist and human rights advocate known for his pioneering work on migration and border issues between Mexico and the United States.
  • C. Francisco Javier Venegas
    Francisco Javier Venegas was a Spanish military officer and colonial administrator who served as viceroy of New Spain and led royalist forces against insurgents during the early stages of the Mexican War of Independence.
  • D. J. Carlos Zapata
    J. Carlos Zapata is a prominent architect and designer known for his work on innovative, high-profile building projects.
  • E. Miguel García
    Miguel García is a common Spanish personal name shared by numerous individuals across fields such as sports, arts, and public life.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8710400819088e430c8c550577e completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9d13a8b108190a0b13592f3a6362e completed March 30, 2026, 1:26 a.m.
NEDg Description generation batch_69c9d44d0d2881909f4ed7af19ae5f02 completed March 30, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69c9d4cab81081908c374a250e9f3fa2 completed March 30, 2026, 1:41 a.m.
Created at: March 27, 2026, 3:48 p.m.