Triple

T7353239
Position Surface form Disambiguated ID Type / Status
Subject Valle del Mezquital E169557 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Hñähñu (Otomí)
Hñähñu (Otomí) are an Indigenous Mesoamerican people of central Mexico, known for their Oto-Manguean language, rich textile and ritual traditions, and long-standing presence in regions such as the Valle del Mezquital.
 E659172 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: Hñähñu (Otomí) | Statement: [Valle del Mezquital, hasEthnicGroup, Hñähñu (Otomí)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hñähñu (Otomí)
Context triple: [Valle del Mezquital, hasEthnicGroup, Hñähñu (Otomí)]
  • A. Tilhuitlán Otomi
    Tilhuitlán Otomi is a regional variety of the Otomi language spoken by indigenous communities in and around Tilhuitlán in central Mexico.
  • B. Tenango Otomi
    Tenango Otomi is a variant of the Otomi language spoken in parts of central Mexico, distinguished by its unique phonology and grammar within the Otomian language family.
  • C. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • D. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • E. Filomeno Mata Totonac
    Filomeno Mata Totonac is an indigenous Totonacan language spoken primarily in and around the municipality of Filomeno Mata in Veracruz, Mexico.
  • 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: Hñähñu (Otomí)
Triple: [Valle del Mezquital, hasEthnicGroup, Hñähñu (Otomí)]
Generated description
Hñähñu (Otomí) are an Indigenous Mesoamerican people of central Mexico, known for their Oto-Manguean language, rich textile and ritual traditions, and long-standing presence in regions such as the Valle del Mezquital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hñähñu (Otomí)
Target entity description: Hñähñu (Otomí) are an Indigenous Mesoamerican people of central Mexico, known for their Oto-Manguean language, rich textile and ritual traditions, and long-standing presence in regions such as the Valle del Mezquital.
  • A. Tilhuitlán Otomi
    Tilhuitlán Otomi is a regional variety of the Otomi language spoken by indigenous communities in and around Tilhuitlán in central Mexico.
  • B. Tenango Otomi
    Tenango Otomi is a variant of the Otomi language spoken in parts of central Mexico, distinguished by its unique phonology and grammar within the Otomian language family.
  • C. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • D. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • E. Filomeno Mata Totonac
    Filomeno Mata Totonac is an indigenous Totonacan language spoken primarily in and around the municipality of Filomeno Mata in Veracruz, Mexico.
  • 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_69c68a5878888190968ce4d04db8d69f completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f10d3ef88190b3a0763d80b1e726 completed March 27, 2026, 9:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa9dfbac8190993c866cda169633 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fb9f863c8190bedb3074664ee146 completed March 28, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc2f66248190bac3fa24d530b938 completed March 28, 2026, 4:05 p.m.
Created at: March 27, 2026, 3:05 p.m.