Triple

T463327
Position Surface form Disambiguated ID Type / Status
Subject Cahuilla people E7389 entity
Predicate partOf P40 FINISHED
Object Takic peoples
The Takic peoples are a group of closely related Indigenous peoples of Southern California who traditionally spoke languages of the Takic branch of the Uto-Aztecan family.
E58091 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: Takic peoples | Statement: [Cahuilla people, partOf, Takic peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Takic peoples
Context triple: [Cahuilla people, partOf, Takic peoples]
  • A. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • B. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • C. Itsekiri people
    The Itsekiri people are a coastal ethnic group of southern Nigeria known for their rich trading history, complex monarchy (the Olu of Warri), and a culture that blends indigenous, Portuguese, and other foreign influences.
  • D. Ga people
    The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
  • E. Cocopa people
    The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
  • 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: Takic peoples
Triple: [Cahuilla people, partOf, Takic peoples]
Generated description
The Takic peoples are a group of closely related Indigenous peoples of Southern California who traditionally spoke languages of the Takic branch of the Uto-Aztecan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Takic peoples
Target entity description: The Takic peoples are a group of closely related Indigenous peoples of Southern California who traditionally spoke languages of the Takic branch of the Uto-Aztecan family.
  • A. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • B. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • C. Itsekiri people
    The Itsekiri people are a coastal ethnic group of southern Nigeria known for their rich trading history, complex monarchy (the Olu of Warri), and a culture that blends indigenous, Portuguese, and other foreign influences.
  • D. Ga people
    The Ga people are an ethnic group native to the coastal Accra region of Ghana, known for their distinct Ga language, vibrant festivals such as Homowo, and significant cultural and historical influence in the country’s capital area.
  • E. Cocopa people
    The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efc214788190a8dff20fec4412e0 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a45295e7f481909f771d2c02b02637 completed March 1, 2026, 2:52 p.m.
NEDg Description generation batch_69a4533f5f808190955c47c0e050fe1e completed March 1, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69a453903fe08190b9925edf6bfd112f completed March 1, 2026, 2:56 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.