Triple

T8951479
Position Surface form Disambiguated ID Type / Status
Subject Ixcatec language E213359 entity
Predicate spokenBy P2181 FINISHED
Object Ixcatec people
The Ixcatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct cultural traditions and their critically endangered Ixcatec language.
 E768647 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: Ixcatec people | Statement: [Ixcatec language, spokenBy, Ixcatec people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ixcatec people
Context triple: [Ixcatec language, spokenBy, Ixcatec people]
  • A. Cholulteca people
    The Cholulteca people were the Indigenous inhabitants of the important pre-Columbian religious and commercial center of Cholula in central Mexico, known for their rich cultural traditions and monumental architecture.
  • B. 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.
  • C. 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.
  • D. Tlapanec people
    The Tlapanec people are an Indigenous group of Mexico, primarily living in the state of Guerrero, known for their distinct Mesoamerican cultural traditions and languages.
  • E. 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.
  • 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: Ixcatec people
Triple: [Ixcatec language, spokenBy, Ixcatec people]
Generated description
The Ixcatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct cultural traditions and their critically endangered Ixcatec language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ixcatec people
Target entity description: The Ixcatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct cultural traditions and their critically endangered Ixcatec language.
  • A. Cholulteca people
    The Cholulteca people were the Indigenous inhabitants of the important pre-Columbian religious and commercial center of Cholula in central Mexico, known for their rich cultural traditions and monumental architecture.
  • B. 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.
  • C. 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.
  • D. Tlapanec people
    The Tlapanec people are an Indigenous group of Mexico, primarily living in the state of Guerrero, known for their distinct Mesoamerican cultural traditions and languages.
  • E. 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.
  • 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_69ca839843408190a39069a029a89f15 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc670dc0c88190b1f59e96ad88e4ee completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc20a5ab481909e10f3abf679ec4c completed April 3, 2026, 1:35 p.m.
NEDg Description generation batch_69cfc2d295c48190952486e6f44cd74f completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc722921881908978147e4cc6875c completed April 3, 2026, 1:56 p.m.
Created at: March 30, 2026, 6:59 p.m.