Triple

T21723305
Position Surface form Disambiguated ID Type / Status
Subject All-4-One E536214 entity
Predicate member P10 FINISHED
Object Alfred Nevarez
Alfred Nevarez is an American singer best known as a member of the Grammy-winning R&B and pop vocal group All-4-One.
 E1500360 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: Alfred Nevarez | Statement: [All-4-One, member, Alfred Nevarez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alfred Nevarez
Context triple: [All-4-One, member, Alfred Nevarez]
  • A. Miguel Vargas
    Miguel Vargas is the principled Mexican narcotics official portrayed by Charlton Heston in Orson Welles's classic film noir "Touch of Evil."
  • B. Wilfredo Gómez
    Wilfredo Gómez is a Puerto Rican former professional boxer renowned as one of the greatest super bantamweights in history, noted for his devastating punching power and multiple world titles.
  • C. Miguel Benítez
    Miguel Benítez is a relatively obscure individual known primarily for sharing the common Spanish surname Benítez, with limited widely documented public information about his life or achievements.
  • D. Óscar Valdés
    Óscar Valdés is a Peruvian politician and retired military officer who served as Prime Minister of Peru from 2011 to 2012 under President Ollanta Humala.
  • E. Jorge Valenzuela
    Jorge Valenzuela is a person notable enough to be recognized as a prominent bearer of the surname Valenzuela.
  • 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: Alfred Nevarez
Triple: [All-4-One, member, Alfred Nevarez]
Generated description
Alfred Nevarez is an American singer best known as a member of the Grammy-winning R&B and pop vocal group All-4-One.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alfred Nevarez
Target entity description: Alfred Nevarez is an American singer best known as a member of the Grammy-winning R&B and pop vocal group All-4-One.
  • A. Miguel Vargas
    Miguel Vargas is the principled Mexican narcotics official portrayed by Charlton Heston in Orson Welles's classic film noir "Touch of Evil."
  • B. Wilfredo Gómez
    Wilfredo Gómez is a Puerto Rican former professional boxer renowned as one of the greatest super bantamweights in history, noted for his devastating punching power and multiple world titles.
  • C. Miguel Benítez
    Miguel Benítez is a relatively obscure individual known primarily for sharing the common Spanish surname Benítez, with limited widely documented public information about his life or achievements.
  • D. Óscar Valdés
    Óscar Valdés is a Peruvian politician and retired military officer who served as Prime Minister of Peru from 2011 to 2012 under President Ollanta Humala.
  • E. Jorge Valenzuela
    Jorge Valenzuela is a person notable enough to be recognized as a prominent bearer of the surname Valenzuela.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd97150c08190861bdc35416665a9 completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a366672f48190a9dc56e2918e4a7f completed May 17, 2026, 9:43 p.m.
NEDg Description generation batch_6a0a3779ea6c819099bcb8e8f9230dc9 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3805d96c81908f03dbdafe28e805 completed May 17, 2026, 9:49 p.m.
Created at: April 16, 2026, 6:48 p.m.