Triple

T13520789
Position Surface form Disambiguated ID Type / Status
Subject Ayautla Mazatec E322888 entity
Predicate primaryLocation P3231 FINISHED
Object Ayautla, Oaxaca, Mexico
Ayautla, Oaxaca, Mexico is a small town in the Mazatec region of northern Oaxaca known for its indigenous Mazatec-speaking community and mountainous rural setting.
E1044722 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: Ayautla, Oaxaca, Mexico | Statement: [Ayautla Mazatec, primaryLocation, Ayautla, Oaxaca, Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayautla, Oaxaca, Mexico
Context triple: [Ayautla Mazatec, primaryLocation, Ayautla, Oaxaca, Mexico]
  • A. Atlacomulco, State of Mexico
    Atlacomulco, State of Mexico, is a municipality and city in central Mexico known as a regional commercial hub and for its influential political group often referred to as the "Atlacomulco Group."
  • B. Tepoztlán, Morelos, Mexico
    Tepoztlán, in the Mexican state of Morelos, is a picturesque town famed for its dramatic mountain landscapes, pre-Hispanic pyramid, and vibrant cultural and spiritual tourism.
  • C. Tecpan, Guerrero
    Tecpan, Guerrero is a town and municipality on Mexico’s Pacific coast in the state of Guerrero, historically noted as the birthplace of independence hero Hermenegildo Galeana.
  • D. Texcoco, Mexico
    Texcoco, Mexico is a municipality in the State of Mexico known for its agricultural research institutions, historical significance near ancient Lake Texcoco, and proximity to Mexico City.
  • E. Xicotepec, Puebla, Mexico
    Xicotepec, Puebla, Mexico is a mountainous town in the Sierra Norte region known for its coffee production, misty climate, and rich indigenous and colonial heritage.
  • 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: Ayautla, Oaxaca, Mexico
Triple: [Ayautla Mazatec, primaryLocation, Ayautla, Oaxaca, Mexico]
Generated description
Ayautla, Oaxaca, Mexico is a small town in the Mazatec region of northern Oaxaca known for its indigenous Mazatec-speaking community and mountainous rural setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayautla, Oaxaca, Mexico
Target entity description: Ayautla, Oaxaca, Mexico is a small town in the Mazatec region of northern Oaxaca known for its indigenous Mazatec-speaking community and mountainous rural setting.
  • A. Atlacomulco, State of Mexico
    Atlacomulco, State of Mexico, is a municipality and city in central Mexico known as a regional commercial hub and for its influential political group often referred to as the "Atlacomulco Group."
  • B. Tepoztlán, Morelos, Mexico
    Tepoztlán, in the Mexican state of Morelos, is a picturesque town famed for its dramatic mountain landscapes, pre-Hispanic pyramid, and vibrant cultural and spiritual tourism.
  • C. Tecpan, Guerrero
    Tecpan, Guerrero is a town and municipality on Mexico’s Pacific coast in the state of Guerrero, historically noted as the birthplace of independence hero Hermenegildo Galeana.
  • D. Texcoco, Mexico
    Texcoco, Mexico is a municipality in the State of Mexico known for its agricultural research institutions, historical significance near ancient Lake Texcoco, and proximity to Mexico City.
  • E. Xicotepec, Puebla, Mexico
    Xicotepec, Puebla, Mexico is a mountainous town in the Sierra Norte region known for its coffee production, misty climate, and rich indigenous and colonial heritage.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa3df0c8190804174695587f0ea completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549a215c8190a0b18c505d8ca504 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f755e7ad2c81908cdd2405c3f28d8b completed May 3, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69f756a24c248190867f2a3aa33bbac8 completed May 3, 2026, 2:07 p.m.
Created at: April 9, 2026, 9:44 p.m.