Triple

T2589764
Position Surface form Disambiguated ID Type / Status
Subject Takic peoples E58091 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Cupeño people
The Cupeño people are an Indigenous group of Southern California, traditionally inhabiting the inland mountain and valley regions and speaking a Uto-Aztecan language closely related to that of neighboring Native communities.
E304823 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: Cupeño people | Statement: [Takic peoples, hasEthnicGroup, Cupeño people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cupeño people
Context triple: [Takic peoples, hasEthnicGroup, Cupeño people]
  • A. Wasco people
    The Wasco people are a Native American tribe of the Columbia River region in the Pacific Northwest, traditionally known for river-based trade, fishing, and distinctive basketry.
  • B. Zuni people
    The Zuni people are a Native American tribe of the Puebloan culture known for their distinct language, intricate artistry, and long-standing agricultural and religious traditions in the American Southwest.
  • C. Pueblo peoples
    The Pueblo peoples are Native American communities of the Southwestern United States known for their ancient cliff dwellings, multi-story adobe villages, and rich traditions of pottery, weaving, and ceremonial life.
  • D. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • E. Cocopah people
    The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
  • 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: Cupeño people
Triple: [Takic peoples, hasEthnicGroup, Cupeño people]
Generated description
The Cupeño people are an Indigenous group of Southern California, traditionally inhabiting the inland mountain and valley regions and speaking a Uto-Aztecan language closely related to that of neighboring Native communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cupeño people
Target entity description: The Cupeño people are an Indigenous group of Southern California, traditionally inhabiting the inland mountain and valley regions and speaking a Uto-Aztecan language closely related to that of neighboring Native communities.
  • A. Wasco people
    The Wasco people are a Native American tribe of the Columbia River region in the Pacific Northwest, traditionally known for river-based trade, fishing, and distinctive basketry.
  • B. Zuni people
    The Zuni people are a Native American tribe of the Puebloan culture known for their distinct language, intricate artistry, and long-standing agricultural and religious traditions in the American Southwest.
  • C. Pueblo peoples
    The Pueblo peoples are Native American communities of the Southwestern United States known for their ancient cliff dwellings, multi-story adobe villages, and rich traditions of pottery, weaving, and ceremonial life.
  • D. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • E. Cocopah people
    The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd3feb45c81909369a49c3990294a completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d2bfe788190b629ccbf96f8d98d completed March 10, 2026, 1:31 p.m.
NEDg Description generation batch_69b02134a2108190a601bdeb358ecfb9 completed March 10, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69b0218b92d08190a7eda03b2fb32e81 completed March 10, 2026, 1:50 p.m.
Created at: March 6, 2026, 9:49 p.m.