Triple

T10763808
Position Surface form Disambiguated ID Type / Status
Subject PEP 634 E253900 entity
Predicate sponsor P67 FINISHED
Object Pablo Galindo
Pablo Galindo is a Python core developer and software engineer known for his work on the language’s internals, including co-authoring structural pattern matching (PEP 634) and contributing extensively to CPython.
E945110 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: Pablo Galindo | Statement: [PEP 634, sponsor, Pablo Galindo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pablo Galindo
Context triple: [PEP 634, sponsor, Pablo Galindo]
  • A. Guillermo Pulido
    Guillermo Pulido is a notable individual whose surname, Pulido, is recognized as being borne by him.
  • B. Pablo Portillo
    Pablo Portillo is a Mexican singer and actor best known as a former member of the Latin pop group MDO and for his roles in telenovelas.
  • C. Alejandro Peña
    Alejandro Peña is a former Major League Baseball relief pitcher best known for his key role in the Atlanta Braves’ early-1990s success, including earning the win in Game 1 of the 1990 World Series.
  • D. Jorge Gutiérrez
    Jorge Gutiérrez is a Mexican professional basketball player and former standout guard for the University of California, Berkeley, who went on to play in the NBA and internationally.
  • E. Javier Portillo
    Javier Portillo is a notable individual who shares the surname Portillo and has achieved sufficient recognition to be specifically cited as a prominent bearer of the name.
  • 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: Pablo Galindo
Triple: [PEP 634, sponsor, Pablo Galindo]
Generated description
Pablo Galindo is a Python core developer and software engineer known for his work on the language’s internals, including co-authoring structural pattern matching (PEP 634) and contributing extensively to CPython.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pablo Galindo
Target entity description: Pablo Galindo is a Python core developer and software engineer known for his work on the language’s internals, including co-authoring structural pattern matching (PEP 634) and contributing extensively to CPython.
  • A. Guillermo Pulido
    Guillermo Pulido is a notable individual whose surname, Pulido, is recognized as being borne by him.
  • B. Pablo Portillo
    Pablo Portillo is a Mexican singer and actor best known as a former member of the Latin pop group MDO and for his roles in telenovelas.
  • C. Alejandro Peña
    Alejandro Peña is a former Major League Baseball relief pitcher best known for his key role in the Atlanta Braves’ early-1990s success, including earning the win in Game 1 of the 1990 World Series.
  • D. Jorge Gutiérrez
    Jorge Gutiérrez is a Mexican professional basketball player and former standout guard for the University of California, Berkeley, who went on to play in the NBA and internationally.
  • E. Javier Portillo
    Javier Portillo is a notable individual who shares the surname Portillo and has achieved sufficient recognition to be specifically cited as a prominent bearer of the name.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d731a504948190943f0e27c0d891ed completed April 9, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69f08ec96fe88190b791e6f50f39173f completed April 28, 2026, 10:41 a.m.
NEDg Description generation batch_69f0bd36673881908530b68e496c3d2e completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0eec1f5d081908624fe2a93995fe5 completed April 28, 2026, 5:30 p.m.
Created at: April 8, 2026, 9:16 p.m.