Triple

T4405487
Position Surface form Disambiguated ID Type / Status
Subject Altagracia E93721 entity
Predicate hasCulturalInfluence P2008 FINISHED
Object Nahuatl-speaking peoples
The Nahuatl-speaking peoples are Indigenous groups of central Mexico, including the Aztecs and their descendants, whose Nahuatl language and traditions have profoundly shaped Mesoamerican history and culture.
 E437636 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: Nahuatl-speaking peoples | Statement: [Altagracia, hasCulturalInfluence, Nahuatl-speaking peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nahuatl-speaking peoples
Context triple: [Altagracia, hasCulturalInfluence, Nahuatl-speaking peoples]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Zapotec people
    The Zapotec people are an Indigenous Mesoamerican group from Oaxaca, Mexico, known for their ancient urban centers like Monte Albán, rich traditions, and enduring Zapotec languages.
  • E. Tlapanec
    Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
  • 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: Nahuatl-speaking peoples
Triple: [Altagracia, hasCulturalInfluence, Nahuatl-speaking peoples]
Generated description
The Nahuatl-speaking peoples are Indigenous groups of central Mexico, including the Aztecs and their descendants, whose Nahuatl language and traditions have profoundly shaped Mesoamerican history and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nahuatl-speaking peoples
Target entity description: The Nahuatl-speaking peoples are Indigenous groups of central Mexico, including the Aztecs and their descendants, whose Nahuatl language and traditions have profoundly shaped Mesoamerican history and culture.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Zapotec people
    The Zapotec people are an Indigenous Mesoamerican group from Oaxaca, Mexico, known for their ancient urban centers like Monte Albán, rich traditions, and enduring Zapotec languages.
  • E. Tlapanec
    Tlapanec are an indigenous people of southern Mexico, known for their distinct Oto-Manguean language and traditional communities in the mountainous region of Guerrero.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b35489f6948190a4b2c259f64b4abf completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6058f2c8190a50862d1a4607f3c completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f72c17fc819098c32cf56431e431 completed March 15, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7b0ef808190a913f494fdf5bb6d completed March 15, 2026, 12:05 a.m.
Created at: March 12, 2026, 11:28 p.m.