Triple

T111646
Position Surface form Disambiguated ID Type / Status
Subject Yuman language family E2260 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Havasupai–Hualapai language
The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
 E13898 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: Havasupai–Hualapai language | Statement: [Yuman language family, hasMemberLanguage, Havasupai–Hualapai language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Havasupai–Hualapai language
Context triple: [Yuman language family, hasMemberLanguage, Havasupai–Hualapai 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. 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.
  • C. Ipai language
    The Ipai language is a Native American language traditionally spoken by the Kumeyaay (Ipai) people of southern California and northern Baja California.
  • D. Wampanoag language
    The Wampanoag language is an Algonquian Native American language of the northeastern United States that has been the focus of significant revitalization efforts after having no native speakers for many generations.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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: Havasupai–Hualapai language
Triple: [Yuman language family, hasMemberLanguage, Havasupai–Hualapai language]
Generated description
The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Havasupai–Hualapai language
Target entity description: The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • 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. 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.
  • C. Ipai language
    The Ipai language is a Native American language traditionally spoken by the Kumeyaay (Ipai) people of southern California and northern Baja California.
  • D. Wampanoag language
    The Wampanoag language is an Algonquian Native American language of the northeastern United States that has been the focus of significant revitalization efforts after having no native speakers for many generations.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a25b800d08819099a44429d5c82c68 completed Feb. 28, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69a29e47972c819084658ada85db97d3 completed Feb. 28, 2026, 7:50 a.m.
NEDg Description generation batch_69a29f00339081909b40c022ce571458 completed Feb. 28, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69a29f8b5fc88190998b45cf16d89d77 completed Feb. 28, 2026, 7:55 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.