Triple

T7738797
Position Surface form Disambiguated ID Type / Status
Subject Pernell Whitaker E175449 entity
Predicate fought P30824 FINISHED
Object José Luis Ramírez
José Luis Ramírez is a former Mexican professional boxer and two-time WBC lightweight world champion known for his durable, aggressive style and bouts against several elite fighters of the 1980s.
 E698263 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: José Luis Ramírez | Statement: [Pernell Whitaker, fought, José Luis Ramírez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: José Luis Ramírez
Context triple: [Pernell Whitaker, fought, José Luis Ramírez]
  • A. Gil Ramírez Dávalos
    Gil Ramírez Dávalos was a Spanish colonial official and conquistador known for establishing the city of Cuenca in present-day Ecuador in the 16th century.
  • B. Luis Salmerón
    Luis Salmerón is a former Argentine professional footballer known for his role as a forward with several clubs in South America.
  • C. Raúl Cárdenas
    Raúl Cárdenas was a prominent Mexican football manager best known for leading Club América to multiple league titles during the 1960s and 1970s.
  • D. Rafael Salmerón
    Rafael Salmerón is a Spanish author and illustrator known for his work in children's and young adult literature.
  • E. José Chávez Morado
    José Chávez Morado was a prominent Mexican muralist and painter associated with the mid-20th-century Mexican muralism movement.
  • 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: José Luis Ramírez
Triple: [Pernell Whitaker, fought, José Luis Ramírez]
Generated description
José Luis Ramírez is a former Mexican professional boxer and two-time WBC lightweight world champion known for his durable, aggressive style and bouts against several elite fighters of the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: José Luis Ramírez
Target entity description: José Luis Ramírez is a former Mexican professional boxer and two-time WBC lightweight world champion known for his durable, aggressive style and bouts against several elite fighters of the 1980s.
  • A. Gil Ramírez Dávalos
    Gil Ramírez Dávalos was a Spanish colonial official and conquistador known for establishing the city of Cuenca in present-day Ecuador in the 16th century.
  • B. Luis Salmerón
    Luis Salmerón is a former Argentine professional footballer known for his role as a forward with several clubs in South America.
  • C. Raúl Cárdenas
    Raúl Cárdenas was a prominent Mexican football manager best known for leading Club América to multiple league titles during the 1960s and 1970s.
  • D. Rafael Salmerón
    Rafael Salmerón is a Spanish author and illustrator known for his work in children's and young adult literature.
  • E. José Chávez Morado
    José Chávez Morado was a prominent Mexican muralist and painter associated with the mid-20th-century Mexican muralism movement.
  • 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_69c6995f9c60819092e386192bd63c6f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7035bcd94819080d5553e602e6c61 completed March 27, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb59ca4c088190bc4f1f9b2488d996 completed March 31, 2026, 5:21 a.m.
NEDg Description generation batch_69cb5f1afe0c8190916c7a9b2eab9270 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb764973f88190964f91ee7e3fdc06 completed March 31, 2026, 7:22 a.m.
Created at: March 27, 2026, 4:07 p.m.