Triple

T4587655
Position Surface form Disambiguated ID Type / Status
Subject Mexican Penutian languages E103406 entity
Predicate hasMember P10 FINISHED
Object 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.
 E465036 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: North Highland Mixe | Statement: [Mexican Penutian languages, hasMember, North Highland Mixe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Highland Mixe
Context triple: [Mexican Penutian languages, hasMember, North Highland Mixe]
  • A. 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.
  • B. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • C. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • D. 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.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • 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: North Highland Mixe
Triple: [Mexican Penutian languages, hasMember, North Highland Mixe]
Generated description
North Highland Mixe is an indigenous Mixe language spoken in the highland regions of Oaxaca, Mexico, known for its complex morphology and tonal system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Highland Mixe
Target entity description: North Highland Mixe is an indigenous Mixe language spoken in the highland regions of Oaxaca, Mexico, known for its complex morphology and tonal system.
  • A. 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.
  • B. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • C. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • D. 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.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd591fc20481908d8d4b71d055ae8c completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69be102049d481908743d66f76905c69 completed March 21, 2026, 3:27 a.m.
NEDg Description generation batch_69be13d99f9881908dd19dd40ac87a6d completed March 21, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69be143ea2108190941294255bc4679c completed March 21, 2026, 3:45 a.m.
Created at: March 20, 2026, 1:11 p.m.