Triple

T5898870

Position	Surface form	Disambiguated ID	Type / Status
Subject	Karuk people	`E131168`	entity
Predicate	hasOrganization	`P629`	FINISHED
Object	Karuk Tribe Department of Natural Resources The Karuk Tribe Department of Natural Resources is the tribal agency responsible for managing, protecting, and restoring the Karuk people's ancestral lands and natural resources in northern California.	`E559272`	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: Karuk Tribe Department of Natural Resources | Statement: [Karuk people, hasOrganization, Karuk Tribe Department of Natural Resources]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Karuk Tribe Department of Natural Resources
Context triple: [Karuk people, hasOrganization, Karuk Tribe Department of Natural Resources]

A. Karuk Tribe trust lands
Karuk Tribe trust lands are federally recognized tribal lands held in trust for the Karuk people in northern California, supporting their sovereignty, culture, and community governance.
B. Karuk Tribal Council
The Karuk Tribal Council is the official governing body of the Karuk people, responsible for their political leadership, administration, and community affairs.
C. Karuk Language Restoration Committee
The Karuk Language Restoration Committee is a community-based organization dedicated to revitalizing and preserving the Karuk language through education, documentation, and cultural programs.
D. Karuk people
The Karuk people are a Native American tribe indigenous to northwestern California, traditionally living along the Klamath River with a rich cultural heritage centered on fishing, basketry, and ceremonial practices.
E. Yocha Dehe Wintun Nation
Yocha Dehe Wintun Nation is a federally recognized Native American tribe of Patwin (Southern Wintun) people based in Northern California, known for its tribal governance, cultural preservation, and economic enterprises such as gaming and agriculture.
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: Karuk Tribe Department of Natural Resources
Triple: [Karuk people, hasOrganization, Karuk Tribe Department of Natural Resources]

Generated description

The Karuk Tribe Department of Natural Resources is the tribal agency responsible for managing, protecting, and restoring the Karuk people's ancestral lands and natural resources in northern California.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Karuk Tribe Department of Natural Resources
Target entity description: The Karuk Tribe Department of Natural Resources is the tribal agency responsible for managing, protecting, and restoring the Karuk people's ancestral lands and natural resources in northern California.

A. Karuk Tribe trust lands
Karuk Tribe trust lands are federally recognized tribal lands held in trust for the Karuk people in northern California, supporting their sovereignty, culture, and community governance.
B. Karuk Tribal Council
The Karuk Tribal Council is the official governing body of the Karuk people, responsible for their political leadership, administration, and community affairs.
C. Karuk Language Restoration Committee
The Karuk Language Restoration Committee is a community-based organization dedicated to revitalizing and preserving the Karuk language through education, documentation, and cultural programs.
D. Karuk people
The Karuk people are a Native American tribe indigenous to northwestern California, traditionally living along the Klamath River with a rich cultural heritage centered on fishing, basketry, and ceremonial practices.
E. Yocha Dehe Wintun Nation
Yocha Dehe Wintun Nation is a federally recognized Native American tribe of Patwin (Southern Wintun) people based in Northern California, known for its tribal governance, cultural preservation, and economic enterprises such as gaming and agriculture.
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_69c00857439c819095950754176aa58a`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c036f7b3f48190a499d43f8ffb2fa7`	completed	March 22, 2026, 6:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0e385ac5c8190ad8824db416ea009`	completed	March 23, 2026, 6:53 a.m.
NEDg	Description generation	`batch_69c0f602b79881909a6d971972f760b1`	completed	March 23, 2026, 8:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0f6a75b908190b35d13b9593cf21f`	completed	March 23, 2026, 8:15 a.m.

Created at: March 22, 2026, 3:58 p.m.