Triple

T23319145
Position Surface form Disambiguated ID Type / Status
Subject Ventureno Chumash E590797 entity
Predicate relatedGroup P37 FINISHED
Object Obispeño Chumash
Obispeño Chumash refers to a Northern Chumash people and their now-extinct Chumashan language traditionally spoken around present-day San Luis Obispo on the central coast of California.
E1177546 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: Obispeño Chumash | Statement: [Ventureno Chumash, relatedGroup, Obispeño Chumash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Obispeño Chumash
Context triple: [Ventureno Chumash, relatedGroup, Obispeño Chumash]
  • A. Barbareño Chumash
    Barbareño Chumash is an extinct Chumashan language once spoken along the central California coast near present-day Santa Barbara, now the focus of revitalization efforts by Chumash descendants.
  • B. Ventureño Chumash
    The Ventureño Chumash are a Native American people indigenous to the coastal and inland areas of what is now Ventura County, California, with a rich maritime, trading, and ceremonial culture.
  • C. Gabrielino-Fernandeño
    Gabrielino-Fernandeño is an Indigenous language of Southern California traditionally spoken by the Tongva (Gabrielino) and Fernandeño peoples, belonging to the Uto-Aztecan language family.
  • D. Central Chumash
    Central Chumash is a subgroup of the Chumashan Native American languages traditionally spoken along California’s south-central coast.
  • E. Northern Chumash
    The Northern Chumash are an Indigenous people of California’s central coast, known for their rich maritime culture, complex social organization, and long-standing presence in the region prior to European contact.
  • 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: Obispeño Chumash
Triple: [Ventureno Chumash, relatedGroup, Obispeño Chumash]
Generated description
Obispeño Chumash refers to a Northern Chumash people and their now-extinct Chumashan language traditionally spoken around present-day San Luis Obispo on the central coast of California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Obispeño Chumash
Target entity description: Obispeño Chumash refers to a Northern Chumash people and their now-extinct Chumashan language traditionally spoken around present-day San Luis Obispo on the central coast of California.
  • A. Barbareño Chumash
    Barbareño Chumash is an extinct Chumashan language once spoken along the central California coast near present-day Santa Barbara, now the focus of revitalization efforts by Chumash descendants.
  • B. Ventureño Chumash
    The Ventureño Chumash are a Native American people indigenous to the coastal and inland areas of what is now Ventura County, California, with a rich maritime, trading, and ceremonial culture.
  • C. Gabrielino-Fernandeño
    Gabrielino-Fernandeño is an Indigenous language of Southern California traditionally spoken by the Tongva (Gabrielino) and Fernandeño peoples, belonging to the Uto-Aztecan language family.
  • D. Central Chumash
    Central Chumash is a subgroup of the Chumashan Native American languages traditionally spoken along California’s south-central coast.
  • E. Northern Chumash chosen
    The Northern Chumash are an Indigenous people of California’s central coast, known for their rich maritime culture, complex social organization, and long-standing presence in the region prior to European contact.
  • F. None of above.

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_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1978372948190bad066893c4e0768 completed April 29, 2026, 5:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67815d188190ac206611dbf6c797 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72132a608190b44c96de39b7187a completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76ed37b08190af81b4ae2dc7c028 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:07 p.m.