Triple

T12648612
Position Surface form Disambiguated ID Type / Status
Subject Arroyo E302095 entity
Predicate hasNotableBearer P458 FINISHED
Object Néstor Arroyo (footballer)
Néstor Arroyo is a professional footballer known for his career in South American club football.
 E994390 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: Néstor Arroyo (footballer) | Statement: [Arroyo, hasNotableBearer, Néstor Arroyo (footballer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Néstor Arroyo (footballer)
Context triple: [Arroyo, hasNotableBearer, Néstor Arroyo (footballer)]
  • A. Néstor Torres
    Néstor Torres is a Puerto Rican jazz and Latin jazz flutist known for his virtuosic playing and fusion of Afro-Caribbean, classical, and contemporary styles.
  • B. Núñez Vela
    Núñez Vela is a Spanish surname most notably associated with Blasco Núñez Vela, the first viceroy of Peru in the 16th century.
  • C. Carlos Alberto Arroyo Bermúdez
    Carlos Alberto Arroyo Bermúdez, better known as Carlos Arroyo, is a Puerto Rican former professional basketball point guard who played in the NBA and internationally, and later became involved in music and sports management.
  • D. Leonel González
    Leonel González is the nom de guerre of Salvador Sánchez Cerén, a former guerrilla commander who later became president of El Salvador.
  • E. Raúl Lavista
    Raúl Lavista was a Mexican film composer known for scoring numerous classic Mexican movies, including Luis Buñuel’s "The Exterminating Angel."
  • 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: Néstor Arroyo (footballer)
Triple: [Arroyo, hasNotableBearer, Néstor Arroyo (footballer)]
Generated description
Néstor Arroyo is a professional footballer known for his career in South American club football.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Néstor Arroyo (footballer)
Target entity description: Néstor Arroyo is a professional footballer known for his career in South American club football.
  • A. Néstor Torres
    Néstor Torres is a Puerto Rican jazz and Latin jazz flutist known for his virtuosic playing and fusion of Afro-Caribbean, classical, and contemporary styles.
  • B. Núñez Vela
    Núñez Vela is a Spanish surname most notably associated with Blasco Núñez Vela, the first viceroy of Peru in the 16th century.
  • C. Carlos Alberto Arroyo Bermúdez
    Carlos Alberto Arroyo Bermúdez, better known as Carlos Arroyo, is a Puerto Rican former professional basketball point guard who played in the NBA and internationally, and later became involved in music and sports management.
  • D. Leonel González
    Leonel González is the nom de guerre of Salvador Sánchez Cerén, a former guerrilla commander who later became president of El Salvador.
  • E. Raúl Lavista
    Raúl Lavista was a Mexican film composer known for scoring numerous classic Mexican movies, including Luis Buñuel’s "The Exterminating Angel."
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9615cf6f48190bd0983cf7465ab15 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6687bbb408190b80da2d0310f82c5 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6695372688190b09a2bb2e58cb546 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 9, 2026, 5:17 p.m.