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

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

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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d58375248190935dd38d618994e3 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84ed5afb081909838f01bde45268d completed March 28, 2026, 9:57 p.m.
NEDg Description generation batch_69c852da8c048190b2a0696f2e7b65c1 completed March 28, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69c853958b748190b4ecc9797389cc85 completed March 28, 2026, 10:17 p.m.
Created at: March 27, 2026, 2:18 p.m.