Triple

T14175073
Position Surface form Disambiguated ID Type / Status
Subject Havasupai–Walapai–Yavapai E351310 entity
Predicate subgroupOf P10 FINISHED
Object Yuman–Cochimí
Yuman–Cochimí is a Native American language family of the Uto-Aztecan region of the southwestern United States and northwestern Mexico, encompassing several closely related indigenous languages.
E1084449 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: Yuman–Cochimí | Statement: [Havasupai–Walapai–Yavapai, subgroupOf, Yuman–Cochimí]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yuman–Cochimí
Context triple: [Havasupai–Walapai–Yavapai, subgroupOf, Yuman–Cochimí]
  • A. Cochimí
    Cochimí were an Indigenous people of the Baja California Peninsula in Mexico, known for their distinct language and traditional hunter-gatherer lifestyle.
  • B. Southern Rarámuri
    Southern Rarámuri is a regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in the southern part of the Sierra Madre region of northern Mexico.
  • C. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • D. Northern Rarámuri
    Northern Rarámuri is a principal regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in northern Mexico.
  • E. Huichol
    Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
  • 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: Yuman–Cochimí
Triple: [Havasupai–Walapai–Yavapai, subgroupOf, Yuman–Cochimí]
Generated description
Yuman–Cochimí is a Native American language family of the Uto-Aztecan region of the southwestern United States and northwestern Mexico, encompassing several closely related indigenous languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yuman–Cochimí
Target entity description: Yuman–Cochimí is a Native American language family of the Uto-Aztecan region of the southwestern United States and northwestern Mexico, encompassing several closely related indigenous languages.
  • A. Cochimí
    Cochimí were an Indigenous people of the Baja California Peninsula in Mexico, known for their distinct language and traditional hunter-gatherer lifestyle.
  • B. Southern Rarámuri
    Southern Rarámuri is a regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in the southern part of the Sierra Madre region of northern Mexico.
  • C. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • D. Northern Rarámuri
    Northern Rarámuri is a principal regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in northern Mexico.
  • E. Huichol
    Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b7cc3081909f4fa371e1eae130 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf80cdae88190ae987b49218c281d completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd067e73708190adcb4e1c2fbf210d completed May 7, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69fd0c5161dc8190a923c5b00dc5b53a completed May 7, 2026, 10:04 p.m.
Created at: April 10, 2026, 1:02 a.m.