Triple

T7107068
Position Surface form Disambiguated ID Type / Status
Subject Mixtec languages E165614 entity
Predicate hasLanguage P15 FINISHED
Object Chalcatongo Mixtec
Chalcatongo Mixtec is an indigenous Oto-Manguean language spoken in the Chalcatongo region of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
E665590 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: Chalcatongo Mixtec | Statement: [Mixtec languages, hasLanguage, Chalcatongo Mixtec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chalcatongo Mixtec
Context triple: [Mixtec languages, hasLanguage, Chalcatongo Mixtec]
  • A. Ixcatec
    Ixcatec is an indigenous Oto-Manguean language of Mexico spoken by a very small and endangered community in Oaxaca.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • D. North Highland Mixe
    North Highland Mixe is an indigenous Mixe language spoken in the highland regions of Oaxaca, Mexico, known for its complex morphology and tonal system.
  • E. 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.
  • 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: Chalcatongo Mixtec
Triple: [Mixtec languages, hasLanguage, Chalcatongo Mixtec]
Generated description
Chalcatongo Mixtec is an indigenous Oto-Manguean language spoken in the Chalcatongo region of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chalcatongo Mixtec
Target entity description: Chalcatongo Mixtec is an indigenous Oto-Manguean language spoken in the Chalcatongo region of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
  • A. Ixcatec
    Ixcatec is an indigenous Oto-Manguean language of Mexico spoken by a very small and endangered community in Oaxaca.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • D. North Highland Mixe
    North Highland Mixe is an indigenous Mixe language spoken in the highland regions of Oaxaca, Mexico, known for its complex morphology and tonal system.
  • E. 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.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5b9f13c8190a14898f241ec17a4 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c82754e9248190b86b05b61a4ae23c completed March 28, 2026, 7:09 p.m.
NEDg Description generation batch_69c828e1487081908de825d60ea38c9e completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c829d8a15c8190911e0d7bda39c280 completed March 28, 2026, 7:19 p.m.
Created at: March 27, 2026, 2:42 p.m.