Triple

T371198
Position Surface form Disambiguated ID Type / Status
Subject Serrano people E8272 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object 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.
E48421 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: Luiseño people | Statement: [Serrano people, relatedEthnicGroup, Luiseño people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luiseño people
Context triple: [Serrano people, relatedEthnicGroup, Luiseño people]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yokuts people
    The Yokuts people are a Native American group indigenous to California’s Central Valley and Sierra Nevada foothills, known for their diverse dialects, rich basketry traditions, and complex riverine and marshland subsistence practices.
  • 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: Luiseño people
Triple: [Serrano people, relatedEthnicGroup, Luiseño people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luiseño people
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yokuts people
    The Yokuts people are a Native American group indigenous to California’s Central Valley and Sierra Nevada foothills, known for their diverse dialects, rich basketry traditions, and complex riverine and marshland subsistence practices.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec00785481908551fc3571fcca47 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fafb2df881909d5528acfb536ea8 completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fd97f8c081908edec848116389a4 completed March 1, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69a3fde3e8f481908c8032f8a7a61000 completed March 1, 2026, 8:50 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.