Triple

T15780544
Position Surface form Disambiguated ID Type / Status
Subject Esselen people E382601 entity
Predicate neighboringGroup P5965 FINISHED
Object 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.
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: Northern Chumash | Statement: [Esselen people, neighboringGroup, Northern Chumash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Chumash
Context triple: [Esselen people, neighboringGroup, Northern Chumash]
  • A. Karankawa
    The Karankawa were a Native American people who inhabited the Gulf Coast of what is now Texas, known for their coastal hunter-gatherer lifestyle and early contact with Spanish colonizers.
  • B. Southern Maidu
    Southern Maidu are a Native American people indigenous to the central Sierra Nevada foothills and Sacramento Valley region of California, known for their distinct language, basketry, and traditional lifeways.
  • C. 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.
  • D. Southern Wintun
    Southern Wintun are a Native American people of central California, traditionally inhabiting parts of the Sacramento Valley and speaking a Wintuan language.
  • E. Fremont culture
    The Fremont culture was a pre-Columbian Native American archaeological culture of the U.S. Great Basin and Colorado Plateau, known for its distinctive rock art, pit houses, and mixed farming-hunting lifestyle.
  • 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: Northern Chumash
Triple: [Esselen people, neighboringGroup, Northern Chumash]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Chumash
Target entity description: 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.
  • A. Karankawa
    The Karankawa were a Native American people who inhabited the Gulf Coast of what is now Texas, known for their coastal hunter-gatherer lifestyle and early contact with Spanish colonizers.
  • B. Southern Maidu
    Southern Maidu are a Native American people indigenous to the central Sierra Nevada foothills and Sacramento Valley region of California, known for their distinct language, basketry, and traditional lifeways.
  • C. 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.
  • D. Southern Wintun
    Southern Wintun are a Native American people of central California, traditionally inhabiting parts of the Sacramento Valley and speaking a Wintuan language.
  • E. Fremont culture
    The Fremont culture was a pre-Columbian Native American archaeological culture of the U.S. Great Basin and Colorado Plateau, known for its distinctive rock art, pit houses, and mixed farming-hunting lifestyle.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e053fea90081908e3fe4f91475bead completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff909f7f4481909cceb32e26af3780 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93cf529c819097537d87689aad93 completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff944ac4248190a3d60c2486910eaf completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.