Triple

T4587649
Position Surface form Disambiguated ID Type / Status
Subject Mexican Penutian languages E103406 entity
Predicate hasMember P10 FINISHED
Object Tequistlatecan languages
Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
 E460305 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: Tequistlatecan languages | Statement: [Mexican Penutian languages, hasMember, Tequistlatecan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tequistlatecan languages
Context triple: [Mexican Penutian languages, hasMember, Tequistlatecan languages]
  • A. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • B. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • C. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • D. Totonac languages
    Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
  • E. Tarahumaran languages
    The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern 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: Tequistlatecan languages
Triple: [Mexican Penutian languages, hasMember, Tequistlatecan languages]
Generated description
Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tequistlatecan languages
Target entity description: Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
  • A. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • B. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • C. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • D. Totonac languages
    Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
  • E. Tarahumaran languages
    The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern 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_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_69be0341cd848190813675e2d365e341 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be04f8aeac81909ec199c83af6df39 completed March 21, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69be05608ee08190acf947144998660c completed March 21, 2026, 2:41 a.m.
Created at: March 20, 2026, 1:11 p.m.