Triple

T4800550
Position Surface form Disambiguated ID Type / Status
Subject Indigenous peoples of the Southwest E106820 entity
Predicate hasLanguageFamily P1047 FINISHED
Object Tanoan languages
The Tanoan languages are a family of Native American languages spoken by several Pueblo and related Indigenous groups in the Southwestern United States.
 E474109 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: Tanoan languages | Statement: [Indigenous peoples of the Southwest, hasLanguageFamily, Tanoan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tanoan languages
Context triple: [Indigenous peoples of the Southwest, hasLanguageFamily, Tanoan languages]
  • A. Zuni language
    The Zuni language is an indigenous, language-isolate spoken by the Zuni people of the American Southwest, primarily in western New Mexico.
  • B. Chiricahua language
    The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
  • C. 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.
  • D. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • E. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • 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: Tanoan languages
Triple: [Indigenous peoples of the Southwest, hasLanguageFamily, Tanoan languages]
Generated description
The Tanoan languages are a family of Native American languages spoken by several Pueblo and related Indigenous groups in the Southwestern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tanoan languages
Target entity description: The Tanoan languages are a family of Native American languages spoken by several Pueblo and related Indigenous groups in the Southwestern United States.
  • A. Zuni language
    The Zuni language is an indigenous, language-isolate spoken by the Zuni people of the American Southwest, primarily in western New Mexico.
  • B. Chiricahua language
    The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
  • C. 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.
  • D. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • E. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd663512d0819099064903613108d9 completed March 20, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5c9fae9c8190bc231f3f83b82303 completed March 21, 2026, 8:53 a.m.
NEDg Description generation batch_69be5e92732481909385becd518db017 completed March 21, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_69be5faec3ec8190bd57707ced7a157f completed March 21, 2026, 9:06 a.m.
Created at: March 20, 2026, 1:23 p.m.