Triple

T5535003
Position Surface form Disambiguated ID Type / Status
Subject Matlatzinca culture E145138 entity
Predicate mainLanguage P1252 FINISHED
Object Matlatzinca language
The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
E535877 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 language | Statement: [Matlatzinca culture, mainLanguage, Matlatzinca language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matlatzinca language
Context triple: [Matlatzinca culture, mainLanguage, Matlatzinca language]
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • C. Yaqui language
    The Yaqui language is an indigenous Uto-Aztecan language spoken primarily by the Yaqui people in northern Mexico and southern Arizona, known for its rich oral tradition and cultural significance.
  • D. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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 language
Triple: [Matlatzinca culture, mainLanguage, Matlatzinca language]
Generated description
The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matlatzinca language
Target entity description: The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • C. Yaqui language
    The Yaqui language is an indigenous Uto-Aztecan language spoken primarily by the Yaqui people in northern Mexico and southern Arizona, known for its rich oral tradition and cultural significance.
  • D. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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.