Triple

T2589757
Position Surface form Disambiguated ID Type / Status
Subject Takic peoples E58091 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Fernandeño people
The Fernandeño people are an Indigenous group of Southern California, traditionally associated with the San Fernando Valley region and speakers of a Takic branch Uto-Aztecan language.
E298792 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: Fernandeño people | Statement: [Takic peoples, hasEthnicGroup, Fernandeño people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fernandeño people
Context triple: [Takic peoples, hasEthnicGroup, Fernandeño people]
  • A. Luiseño people
    The Luiseño people are a Native American group indigenous to Southern California, traditionally inhabiting areas along the San Luis Rey River and known for their rich cultural, linguistic, and ceremonial traditions.
  • B. Cahuilla people
    The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
  • C. 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.
  • D. Kumeyaay people
    The Kumeyaay people are an Indigenous group native to the San Diego region of California and northern Baja California, known for their rich cultural traditions, deep environmental knowledge, and historical presence long predating European colonization.
  • E. Mojave people
    The Mojave people are a Native American tribe indigenous to the lower Colorado River region, whose culture, traditions, and identity are deeply rooted in the Mojave Desert landscape.
  • 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: Fernandeño people
Triple: [Takic peoples, hasEthnicGroup, Fernandeño people]
Generated description
The Fernandeño people are an Indigenous group of Southern California, traditionally associated with the San Fernando Valley region and speakers of a Takic branch Uto-Aztecan language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fernandeño people
Target entity description: The Fernandeño people are an Indigenous group of Southern California, traditionally associated with the San Fernando Valley region and speakers of a Takic branch Uto-Aztecan language.
  • A. Luiseño people
    The Luiseño people are a Native American group indigenous to Southern California, traditionally inhabiting areas along the San Luis Rey River and known for their rich cultural, linguistic, and ceremonial traditions.
  • B. Cahuilla people
    The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
  • C. 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.
  • D. Kumeyaay people
    The Kumeyaay people are an Indigenous group native to the San Diego region of California and northern Baja California, known for their rich cultural traditions, deep environmental knowledge, and historical presence long predating European colonization.
  • E. Mojave people
    The Mojave people are a Native American tribe indigenous to the lower Colorado River region, whose culture, traditions, and identity are deeply rooted in the Mojave Desert landscape.
  • 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_69afc6316e848190a843f9fd5b152e9f completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc6b723f48190b93df0dc2de6c839 completed March 10, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69afc750fee08190bf3c112f6f204af4 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:49 p.m.