Triple

T138747
Position Surface form Disambiguated ID Type / Status
Subject Chemehuevi people E2805 entity
Predicate language P15 FINISHED
Object 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.
 E16653 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: Chemehuevi language | Statement: [Chemehuevi people, language, Chemehuevi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chemehuevi language
Context triple: [Chemehuevi people, language, Chemehuevi language]
  • A. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • D. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • E. Kumeyaay language
    The Kumeyaay language is an indigenous Native American language traditionally spoken by the Kumeyaay people in the border region of southern California and northern Baja California.
  • 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: Chemehuevi language
Triple: [Chemehuevi people, language, Chemehuevi language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chemehuevi language
Target entity description: 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.
  • A. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • D. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • E. Kumeyaay language
    The Kumeyaay language is an indigenous Native American language traditionally spoken by the Kumeyaay people in the border region of southern California and northern Baja California.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257a800148190be119d1d075869b8 completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85fe4d481909e39b745857b62e7 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8fccfe081909f9b3d4c5f900a1c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b983d1d081909a850747695b8e0c completed Feb. 28, 2026, 9:46 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.