Triple

T5125053
Position Surface form Disambiguated ID Type / Status
Subject Morelos region E115563 entity
Predicate ethnicGroup P194 FINISHED
Object 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.
E499106 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: Tlahuica people | Statement: [Morelos region, ethnicGroup, Tlahuica people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tlahuica people
Context triple: [Morelos region, ethnicGroup, Tlahuica people]
  • A. 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.
  • B. 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.
  • C. Chinantec people
    The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
  • D. 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.
  • E. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • 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: Tlahuica people
Triple: [Morelos region, ethnicGroup, Tlahuica people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tlahuica people
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Chinantec people
    The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
  • D. 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.
  • E. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78072b8c81908b5ac3b231f04136 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9185b9481908afd32bdeefa3f1e completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed97318ec8190adbf4f9e2925e0d4 completed March 21, 2026, 5:46 p.m.
NED2 Entity disambiguation (via description) batch_69bed9c5d250819091a42ad74bcbfd21 completed March 21, 2026, 5:47 p.m.
Created at: March 20, 2026, 1:42 p.m.