Triple

T2589747
Position Surface form Disambiguated ID Type / Status
Subject Takic peoples E58091 entity
Predicate hasLanguage P15 FINISHED
Object Gabrielino-Fernandeño language
The Gabrielino-Fernandeño language is an extinct Uto-Aztecan language once spoken in the Los Angeles Basin and Southern California by the Indigenous Gabrielino (Tongva) and Fernandeño peoples.
 E280792 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: Gabrielino-Fernandeño language | Statement: [Takic peoples, hasLanguage, Gabrielino-Fernandeño language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gabrielino-Fernandeño language
Context triple: [Takic peoples, hasLanguage, Gabrielino-Fernandeño language]
  • A. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • B. Luiseño language
    The Luiseño language is an endangered Uto-Aztecan Native American language traditionally spoken in Southern California by the Luiseño people.
  • C. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • D. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • E. 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.
  • 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: Gabrielino-Fernandeño language
Triple: [Takic peoples, hasLanguage, Gabrielino-Fernandeño language]
Generated description
The Gabrielino-Fernandeño language is an extinct Uto-Aztecan language once spoken in the Los Angeles Basin and Southern California by the Indigenous Gabrielino (Tongva) and Fernandeño peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gabrielino-Fernandeño language
Target entity description: The Gabrielino-Fernandeño language is an extinct Uto-Aztecan language once spoken in the Los Angeles Basin and Southern California by the Indigenous Gabrielino (Tongva) and Fernandeño peoples.
  • A. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • B. Luiseño language
    The Luiseño language is an endangered Uto-Aztecan Native American language traditionally spoken in Southern California by the Luiseño people.
  • C. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • D. Cahuilla language
    The Cahuilla language is an endangered Uto-Aztecan Native American language traditionally spoken by the Cahuilla people of Southern California.
  • E. 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.
  • 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_69af83ba83c48190bf65ff666830c758 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8434f61c81909bffb3f06acb733b completed March 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69af84b260b881909bbd3d2825f9dea7 completed March 10, 2026, 2:40 a.m.
Created at: March 6, 2026, 9:49 p.m.