Triple

T2170893
Position Surface form Disambiguated ID Type / Status
Subject Luiseño people E48421 entity
Predicate language P15 FINISHED
Object Luiseño language
The Luiseño language is an endangered Uto-Aztecan Native American language traditionally spoken in Southern California by the Luiseño people.
 E239249 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 language | Statement: [Luiseño people, language, Luiseño language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luiseño language
Context triple: [Luiseño people, language, Luiseño language]
  • A. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • B. Kumeyaay language
    The Kumeyaay language is an indigenous Native American language traditionally spoken by the Kumeyaay people in the border region of southern California and northern Baja California.
  • C. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • D. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • E. Mojave language
    The Mojave language is a Native American Yuman language traditionally spoken by the Mojave people along the lower Colorado River in the southwestern United States.
  • 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 language
Triple: [Luiseño people, language, Luiseño language]
Generated description
The Luiseño language is an endangered Uto-Aztecan Native American language traditionally spoken in Southern California by the Luiseño people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luiseño language
Target entity description: The Luiseño language is an endangered Uto-Aztecan Native American language traditionally spoken in Southern California by the Luiseño people.
  • A. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • B. Kumeyaay language
    The Kumeyaay language is an indigenous Native American language traditionally spoken by the Kumeyaay people in the border region of southern California and northern Baja California.
  • C. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • D. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • E. Mojave language
    The Mojave language is a Native American Yuman language traditionally spoken by the Mojave people along the lower Colorado River in the southwestern United States.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbec7f9088190b32127421e340788 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f511a08190880fbde8900d59df completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae59a9b010819081491e988184b386 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a12f11c81908cc345905f0a485e completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:45 p.m.