Triple

T5535002
Position Surface form Disambiguated ID Type / Status
Subject Matlatzinca culture E145138 entity
Predicate ethnicGroup P194 FINISHED
Object Matlatzinca people
The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
 E535876 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 people | Statement: [Matlatzinca culture, ethnicGroup, Matlatzinca people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matlatzinca people
Context triple: [Matlatzinca culture, ethnicGroup, Matlatzinca people]
  • A. Mazahua people
    The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
  • B. Tlahuica people
    The Tlahuica people are an indigenous Nahua-speaking group of central Mexico, known for their pre-Hispanic agricultural traditions and enduring cultural presence in the highlands south of Mexico City.
  • C. Tepehuan people
    The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
  • D. Mixtec people
    The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
  • E. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • 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 people
Triple: [Matlatzinca culture, ethnicGroup, Matlatzinca people]
Generated description
The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matlatzinca people
Target entity description: The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
  • A. Mazahua people
    The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
  • B. Tlahuica people
    The Tlahuica people are an indigenous Nahua-speaking group of central Mexico, known for their pre-Hispanic agricultural traditions and enduring cultural presence in the highlands south of Mexico City.
  • C. Tepehuan people
    The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
  • D. Mixtec people
    The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
  • E. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01faed1d08190b6a57faedaf1b56a completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04ce1bce4819095559af19cf072f8 completed March 22, 2026, 8:11 p.m.
NEDg Description generation batch_69c04e8422dc8190879ee52bd6850565 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3963888190b1c85b3bb9ff5d44 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:34 p.m.