Triple

T4408438

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pacific Southwest Region (USFS Region 5)	`E94790`	entity
Predicate	manages	`P86`	FINISHED
Object	Plumas National Forest Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.	`E526832`	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: Plumas National Forest | Statement: [Pacific Southwest Region (USFS Region 5), manages, Plumas National Forest]

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

Target entity: Plumas National Forest
Context triple: [Pacific Southwest Region (USFS Region 5), manages, Plumas National Forest]

A. Carson National Forest
Carson National Forest is a large U.S. national forest in northern New Mexico known for its rugged mountains, diverse wildlife, and extensive recreational opportunities such as hiking, camping, and skiing.
B. Prescott National Forest
Prescott National Forest is a protected expanse of forests, mountains, and canyons in central Arizona known for its outdoor recreation, diverse wildlife, and scenic landscapes.
C. Gunnison National Forest
Gunnison National Forest is a vast protected area in western Colorado known for its rugged Rocky Mountain landscapes, extensive forests, and opportunities for outdoor recreation such as hiking, camping, and fishing.
D. Modoc National Forest
Modoc National Forest is a large protected forest area in northeastern California known for its volcanic landscapes, diverse wildlife, and extensive opportunities for outdoor recreation.
E. Ochoco National Forest
Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
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: Plumas National Forest
Triple: [Pacific Southwest Region (USFS Region 5), manages, Plumas National Forest]

Generated description

Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.

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

Target entity: Plumas National Forest
Target entity description: Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.

A. Carson National Forest
Carson National Forest is a large U.S. national forest in northern New Mexico known for its rugged mountains, diverse wildlife, and extensive recreational opportunities such as hiking, camping, and skiing.
B. Prescott National Forest
Prescott National Forest is a protected expanse of forests, mountains, and canyons in central Arizona known for its outdoor recreation, diverse wildlife, and scenic landscapes.
C. Gunnison National Forest
Gunnison National Forest is a vast protected area in western Colorado known for its rugged Rocky Mountain landscapes, extensive forests, and opportunities for outdoor recreation such as hiking, camping, and fishing.
D. Modoc National Forest
Modoc National Forest is a large protected forest area in northeastern California known for its volcanic landscapes, diverse wildlife, and extensive opportunities for outdoor recreation.
E. Ochoco National Forest
Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
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_69b34539638c8190abfea3eb29425210`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3548cb92881908a3f98466da8e0a2`	completed	March 13, 2026, 12:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69bfc9d292808190bb0213c52393b153`	completed	March 22, 2026, 10:52 a.m.
NEDg	Description generation	`batch_69bfca7d89e08190a0505b7b786adba6`	completed	March 22, 2026, 10:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69bfcad35758819093b5928b08f19899`	completed	March 22, 2026, 10:56 a.m.

Created at: March 12, 2026, 11:28 p.m.