Triple

T804072
Position Surface form Disambiguated ID Type / Status
Subject Lower Colorado River region E17193 entity
Predicate hasIndigenousLanguage P4185 FINISHED
Object Cocopah language
The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
 E101561 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: Cocopah language | Statement: [Lower Colorado River region, hasIndigenousLanguage, Cocopah language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cocopah language
Context triple: [Lower Colorado River region, hasIndigenousLanguage, Cocopah language]
  • A. 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.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • D. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • E. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people 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: Cocopah language
Triple: [Lower Colorado River region, hasIndigenousLanguage, Cocopah language]
Generated description
The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cocopah language
Target entity description: The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
  • A. 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.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • D. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • E. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aabebff08190880e4876ff58bcfe completed March 1, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3b1a81481908c831d1f43b9d014 completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a5929de48190b01f45fbf19c72dc completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a63205308190b55b76116c0d5e7c completed March 4, 2026, 3:25 a.m.
Created at: March 1, 2026, 7:38 p.m.