Triple

T6825743
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Programming and Budget of Mexico E157010 entity
Predicate positionHeldBy P8 FINISHED
Object Pedro Aspe Armella
Pedro Aspe Armella is a Mexican economist and politician known for his influential role in shaping Mexico’s economic policy during the late 20th century.
 E672166 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Pedro Aspe Armella | Statement: [Secretary of Programming and Budget of Mexico, positionHeldBy, Pedro Aspe Armella]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pedro Aspe Armella
Context triple: [Secretary of Programming and Budget of Mexico, positionHeldBy, Pedro Aspe Armella]
  • A. Pedro Barba
    Pedro Barba is a small coastal village on the island of La Graciosa in Spain’s Canary Islands, known for its quiet atmosphere and traditional whitewashed houses.
  • B. Pedro Gallego
    Pedro Gallego was a Spanish conquistador known primarily as one of the later husbands of Isabel Moctezuma, the daughter of the Aztec emperor Moctezuma II.
  • C. Pedro García
    Pedro García is a Spanish-language personal name shared by numerous notable individuals across fields such as sports, politics, and the arts.
  • D. Antonio Cruz Villalón
    Antonio Cruz Villalón is a Spanish architect best known as a co-founder of the renowned architectural firm Cruz y Ortiz Arquitectos, recognized for its contemporary public and cultural buildings.
  • E. Emilio Prados
    Emilio Prados was a Spanish poet and editor associated with the Generation of ’27, known for his avant-garde style and politically engaged writing during the early 20th century.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pedro Aspe Armella
Target entity description: Pedro Aspe Armella is a Mexican economist and politician known for his influential role in shaping Mexico’s economic policy during the late 20th century.
  • A. Pedro Barba
    Pedro Barba is a small coastal village on the island of La Graciosa in Spain’s Canary Islands, known for its quiet atmosphere and traditional whitewashed houses.
  • B. Pedro Gallego
    Pedro Gallego was a Spanish conquistador known primarily as one of the later husbands of Isabel Moctezuma, the daughter of the Aztec emperor Moctezuma II.
  • C. Pedro García
    Pedro García is a Spanish-language personal name shared by numerous notable individuals across fields such as sports, politics, and the arts.
  • D. Antonio Cruz Villalón
    Antonio Cruz Villalón is a Spanish architect best known as a co-founder of the renowned architectural firm Cruz y Ortiz Arquitectos, recognized for its contemporary public and cultural buildings.
  • E. Emilio Prados
    Emilio Prados was a Spanish poet and editor associated with the Generation of ’27, known for his avant-garde style and politically engaged writing during the early 20th century.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Pedro Aspe Armella
Triple: [Secretary of Programming and Budget of Mexico, positionHeldBy, Pedro Aspe Armella]
Generated description
Pedro Aspe Armella is a Mexican economist and politician known for his influential role in shaping Mexico’s economic policy during the late 20th century.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c6882a5b5c8190917a7db9ed36bad1 elicitation completed
NER batch_69c6d58375248190935dd38d618994e3 ner completed
NED1 batch_69c84ed5afb081909838f01bde45268d ned_source_triple completed
NED2 batch_69c853958b748190b4ecc9797389cc85 ned_description completed
NEDg batch_69c852da8c048190b2a0696f2e7b65c1 nedg completed
Created at: March 27, 2026, 2:18 p.m.