Triple

T5395324
Position Surface form Disambiguated ID Type / Status
Subject Toluca Valley E120639 entity
Predicate contains P35 FINISHED
Object San Mateo Atenco
San Mateo Atenco is a municipality and town in the State of Mexico, known for its traditional shoe-making industry and location within the Toluca metropolitan area.
 E522878 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: San Mateo Atenco | Statement: [Toluca Valley, contains, San Mateo Atenco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Mateo Atenco
Context triple: [Toluca Valley, contains, San Mateo Atenco]
  • A. San Andrés Mixquic
    San Andrés Mixquic is a town in Mexico City renowned for its elaborate and traditional Day of the Dead celebrations that attract visitors from across the country and abroad.
  • B. Naucalpan de Juárez
    Naucalpan de Juárez is a large industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • C. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • D. Capulhuac
    Capulhuac is a municipality in the State of Mexico known for its traditional chorizo production and proximity to Toluca.
  • E. Metepec
    Metepec is a municipality and town in central Mexico renowned for its traditional pottery, especially the iconic "Tree of Life" sculptures.
  • 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: San Mateo Atenco
Triple: [Toluca Valley, contains, San Mateo Atenco]
Generated description
San Mateo Atenco is a municipality and town in the State of Mexico, known for its traditional shoe-making industry and location within the Toluca metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Mateo Atenco
Target entity description: San Mateo Atenco is a municipality and town in the State of Mexico, known for its traditional shoe-making industry and location within the Toluca metropolitan area.
  • A. San Andrés Mixquic
    San Andrés Mixquic is a town in Mexico City renowned for its elaborate and traditional Day of the Dead celebrations that attract visitors from across the country and abroad.
  • B. Naucalpan de Juárez
    Naucalpan de Juárez is a large industrial and residential city in the State of Mexico that forms part of the Mexico City metropolitan area.
  • C. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • D. Capulhuac
    Capulhuac is a municipality in the State of Mexico known for its traditional chorizo production and proximity to Toluca.
  • E. Metepec
    Metepec is a municipality and town in central Mexico renowned for its traditional pottery, especially the iconic "Tree of Life" sculptures.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8745c10c8190afa72894014c37d1 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4879955c8190bc82bef433294f7c completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf490a1db88190ab0ac1a300ae40b3 completed March 22, 2026, 1:42 a.m.
NED2 Entity disambiguation (via description) batch_69bf498848fc8190ba067f92b9ddee23 completed March 22, 2026, 1:44 a.m.
Created at: March 20, 2026, 2:04 p.m.