Triple

T6678354
Position Surface form Disambiguated ID Type / Status
Subject Bustamante E151913 entity
Predicate hasNotableBearer P458 FINISHED
Object Carlos Bustamante
Carlos Bustamante is a prominent Peruvian-American population geneticist and Stanford professor known for his influential work on human genetic diversity and its applications to medicine and ancestry.
 E680437 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: Carlos Bustamante | Statement: [Bustamante, hasNotableBearer, Carlos Bustamante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carlos Bustamante
Context triple: [Bustamante, hasNotableBearer, Carlos Bustamante]
  • A. Luis Salmerón
    Luis Salmerón is a former Argentine professional footballer known for his role as a forward with several clubs in South America.
  • B. Carlos Bobadilla
    Carlos Bobadilla is a notable individual distinguished enough to be specifically cited as a bearer of the Bobadilla surname.
  • C. Horacio Gutiérrez
    Horacio Gutiérrez is a Cuban-American classical pianist renowned for his virtuosic technique and interpretations of the Romantic repertoire.
  • D. 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.
  • E. Víctor Chávez
    Víctor Chávez is a person notable enough to be specifically distinguished as a bearer of the surname Chávez.
  • 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: Carlos Bustamante
Triple: [Bustamante, hasNotableBearer, Carlos Bustamante]
Generated description
Carlos Bustamante is a prominent Peruvian-American population geneticist and Stanford professor known for his influential work on human genetic diversity and its applications to medicine and ancestry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carlos Bustamante
Target entity description: Carlos Bustamante is a prominent Peruvian-American population geneticist and Stanford professor known for his influential work on human genetic diversity and its applications to medicine and ancestry.
  • A. Luis Salmerón
    Luis Salmerón is a former Argentine professional footballer known for his role as a forward with several clubs in South America.
  • B. Carlos Bobadilla
    Carlos Bobadilla is a notable individual distinguished enough to be specifically cited as a bearer of the Bobadilla surname.
  • C. Horacio Gutiérrez
    Horacio Gutiérrez is a Cuban-American classical pianist renowned for his virtuosic technique and interpretations of the Romantic repertoire.
  • D. 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.
  • E. Víctor Chávez
    Víctor Chávez is a person notable enough to be specifically distinguished as a bearer of the surname Chávez.
  • 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_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0f53af48190b0b25b61c3531158 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89a4282ac8190aa641d466763b786 completed March 29, 2026, 3:19 a.m.
NEDg Description generation batch_69c89b4795f48190a400f2f278aa203d completed March 29, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c89f844f1c8190a5a1458dfda9d88d completed March 29, 2026, 3:41 a.m.
Created at: March 27, 2026, 2:03 p.m.