Triple

T6058735
Position Surface form Disambiguated ID Type / Status
Subject Plateau culture area E134978 entity
Predicate traditionalInhabitants P11159 FINISHED
Object Klamath
The Klamath are a Native American people of southern Oregon and northern California known for their Plateau cultural traditions, fishing and hunting lifeways, and complex social and spiritual practices.
E602823 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: Klamath | Statement: [Plateau culture area, traditionalInhabitants, Klamath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klamath
Context triple: [Plateau culture area, traditionalInhabitants, Klamath]
  • A. Klamath River
    The Klamath River is a major river in southern Oregon and northern California known for its salmon runs, ecological significance, and ongoing water and dam-removal controversies.
  • B. Coos River
    The Coos River is a coastal river in southwestern Oregon that flows through forested terrain to join the Coos Bay estuary near the Pacific Ocean.
  • C. John Day River
    The John Day River is a major free-flowing tributary of the Columbia River in northeastern Oregon, renowned for its scenic canyons, paleontological sites, and recreational fishing and boating.
  • D. 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.
  • E. Umpqua River
    The Umpqua River is a major river in southwestern Oregon known for its scenic canyons, rich salmon and steelhead fisheries, and importance to local recreation and ecosystems.
  • 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: Klamath
Triple: [Plateau culture area, traditionalInhabitants, Klamath]
Generated description
The Klamath are a Native American people of southern Oregon and northern California known for their Plateau cultural traditions, fishing and hunting lifeways, and complex social and spiritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klamath
Target entity description: The Klamath are a Native American people of southern Oregon and northern California known for their Plateau cultural traditions, fishing and hunting lifeways, and complex social and spiritual practices.
  • A. Klamath River
    The Klamath River is a major river in southern Oregon and northern California known for its salmon runs, ecological significance, and ongoing water and dam-removal controversies.
  • B. Coos River
    The Coos River is a coastal river in southwestern Oregon that flows through forested terrain to join the Coos Bay estuary near the Pacific Ocean.
  • C. John Day River
    The John Day River is a major free-flowing tributary of the Columbia River in northeastern Oregon, renowned for its scenic canyons, paleontological sites, and recreational fishing and boating.
  • D. 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.
  • E. Umpqua River
    The Umpqua River is a major river in southwestern Oregon known for its scenic canyons, rich salmon and steelhead fisheries, and importance to local recreation and ecosystems.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0570e64408190ae7a2504f63bb58a completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cae2c7f4819096354202532ae488 completed March 27, 2026, 6:22 p.m.
NEDg Description generation batch_69c6cfcdb0c881909a1e36c863dbe813 completed March 27, 2026, 6:43 p.m.
NED2 Entity disambiguation (via description) batch_69c6d2879870819087a38ba8c5f61fe8 completed March 27, 2026, 6:55 p.m.
Created at: March 22, 2026, 4:10 p.m.