Triple

T766055
Position Surface form Disambiguated ID Type / Status
Subject Alfred L. Kroeber E16176 entity
Predicate ethnicGroupResearched P18968 FINISHED
Object Yurok
The Yurok are a Native American people of northwestern California, traditionally living along the lower Klamath River and Pacific coast with a rich cultural heritage centered on fishing, riverine trade, and ceremonial practices.
E91470 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: Yurok | Statement: [Alfred L. Kroeber, ethnicGroupResearched, Yurok]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yurok
Context triple: [Alfred L. Kroeber, ethnicGroupResearched, Yurok]
  • A. Paiute
    The Paiute are an Indigenous people of the Great Basin region of the western United States, traditionally known for their hunter-gatherer lifestyle, intricate basketry, and deep cultural ties to the desert landscape.
  • B. Sutter Creek
    Sutter Creek is a historic Gold Rush-era town in California’s Sierra Nevada foothills, known for its preserved 19th-century architecture and mining heritage.
  • C. Humboldt River
    The Humboldt River is a major river in northern Nevada that flows westward across the Great Basin, serving as an important historical route and water source in an otherwise arid region.
  • D. Carson River
    The Carson River is a significant river in the western United States that flows through eastern California and western Nevada, playing a key role in the region’s ecology, agriculture, and water supply.
  • E. Tuolumne River
    The Tuolumne River is a major Sierra Nevada waterway in California known for its scenic alpine meadows, deep granite canyons, and popular whitewater rafting and fishing opportunities.
  • 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: Yurok
Triple: [Alfred L. Kroeber, ethnicGroupResearched, Yurok]
Generated description
The Yurok are a Native American people of northwestern California, traditionally living along the lower Klamath River and Pacific coast with a rich cultural heritage centered on fishing, riverine trade, and ceremonial practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yurok
Target entity description: The Yurok are a Native American people of northwestern California, traditionally living along the lower Klamath River and Pacific coast with a rich cultural heritage centered on fishing, riverine trade, and ceremonial practices.
  • A. Paiute
    The Paiute are an Indigenous people of the Great Basin region of the western United States, traditionally known for their hunter-gatherer lifestyle, intricate basketry, and deep cultural ties to the desert landscape.
  • B. Sutter Creek
    Sutter Creek is a historic Gold Rush-era town in California’s Sierra Nevada foothills, known for its preserved 19th-century architecture and mining heritage.
  • C. Humboldt River
    The Humboldt River is a major river in northern Nevada that flows westward across the Great Basin, serving as an important historical route and water source in an otherwise arid region.
  • D. Carson River
    The Carson River is a significant river in the western United States that flows through eastern California and western Nevada, playing a key role in the region’s ecology, agriculture, and water supply.
  • E. Tuolumne River
    The Tuolumne River is a major Sierra Nevada waterway in California known for its scenic alpine meadows, deep granite canyons, and popular whitewater rafting and fishing opportunities.
  • 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_69a493684ee48190bd43b7c78da4aec8 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9cecd08190a23c9f65080a4ac7 completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69a666760a4c8190afd00dbfc263be28 completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a66a6289a881909a2ada9c8a5ea091 completed March 3, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69a66ad0da0081909fc828eccabf5b80 completed March 3, 2026, 5 a.m.
Created at: March 1, 2026, 7:37 p.m.