Triple

T4587645
Position Surface form Disambiguated ID Type / Status
Subject Mexican Penutian languages E103406 entity
Predicate hasMember P10 FINISHED
Object Huave language
The Huave language is an indigenous isolate spoken by the Huave people along the Pacific coast of Oaxaca, Mexico, known for its unique grammatical structure and uncertain genetic affiliation.
 E455304 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: Huave language | Statement: [Mexican Penutian languages, hasMember, Huave language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huave language
Context triple: [Mexican Penutian languages, hasMember, Huave language]
  • A. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • C. 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.
  • D. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • E. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • 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: Huave language
Triple: [Mexican Penutian languages, hasMember, Huave language]
Generated description
The Huave language is an indigenous isolate spoken by the Huave people along the Pacific coast of Oaxaca, Mexico, known for its unique grammatical structure and uncertain genetic affiliation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huave language
Target entity description: The Huave language is an indigenous isolate spoken by the Huave people along the Pacific coast of Oaxaca, Mexico, known for its unique grammatical structure and uncertain genetic affiliation.
  • A. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • C. 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.
  • D. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • E. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • 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_69bde0b1b014819085543bd297f925c1 completed March 21, 2026, 12:05 a.m.
NEDg Description generation batch_69bde38803748190b560b0cac32be443 completed March 21, 2026, 12:17 a.m.
NED2 Entity disambiguation (via description) batch_69bde419847c8190919ef7f7542ff20f completed March 21, 2026, 12:19 a.m.
Created at: March 20, 2026, 1:11 p.m.