Triple

T1232498
Position Surface form Disambiguated ID Type / Status
Subject Central Mexico E26473 entity
Predicate indigenousLanguageRegion P10892 FINISHED
Object Matlatzinca
Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
 E148187 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: Matlatzinca | Statement: [Central Mexico, indigenousLanguageRegion, Matlatzinca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matlatzinca
Context triple: [Central Mexico, indigenousLanguageRegion, Matlatzinca]
  • A. Huixquilucan
    Huixquilucan is a municipality in the State of Mexico that forms part of the Mexico City metropolitan area and is known for its rapidly growing residential and commercial zones.
  • B. Ocoyoacac
    Ocoyoacac is a municipality in the State of Mexico located on the western edge of the Valley of Mexico, known for its forests, mountainous terrain, and proximity to Mexico City.
  • C. Teotlalco
    Teotlalco was one of the principal wives of the Aztec emperor Moctezuma II and a noblewoman of high status in the Mexica court.
  • D. Tenayuca
    Tenayuca is a station and northern terminus of Mexico City’s Metrobús Line 3, serving as a key public transit hub in the area.
  • E. Chalco
    Chalco is a municipality in the State of Mexico, part of the Mexico City metropolitan area, known historically as a pre-Hispanic settlement near Lake Chalco.
  • 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: Matlatzinca
Triple: [Central Mexico, indigenousLanguageRegion, Matlatzinca]
Generated description
Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matlatzinca
Target entity description: Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • A. Huixquilucan
    Huixquilucan is a municipality in the State of Mexico that forms part of the Mexico City metropolitan area and is known for its rapidly growing residential and commercial zones.
  • B. Ocoyoacac
    Ocoyoacac is a municipality in the State of Mexico located on the western edge of the Valley of Mexico, known for its forests, mountainous terrain, and proximity to Mexico City.
  • C. Teotlalco
    Teotlalco was one of the principal wives of the Aztec emperor Moctezuma II and a noblewoman of high status in the Mexica court.
  • D. Tenayuca
    Tenayuca is a station and northern terminus of Mexico City’s Metrobús Line 3, serving as a key public transit hub in the area.
  • E. Chalco
    Chalco is a municipality in the State of Mexico, part of the Mexico City metropolitan area, known historically as a pre-Hispanic settlement near Lake Chalco.
  • 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_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf169868819090cfab7e34c40c67 completed March 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacb1730c8190aeb60cad33f44597 completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad4a7cd48190b295dbd1e5327a18 completed March 7, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69acadba2e54819088a04675493fcbbb completed March 7, 2026, 10:59 p.m.
Created at: March 1, 2026, 7:47 p.m.