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.