Triple

T71568

Position	Surface form	Disambiguated ID	Type / Status
Subject	California–Nevada border	`E1431`	entity
Predicate	nearbyProtectedArea	`P2064`	FINISHED
Object	Toiyabe National Forest Toiyabe National Forest is a vast U.S. national forest spanning rugged mountain ranges and high desert landscapes in Nevada and eastern California, known for its remote wilderness, hiking, and wildlife habitat.	`E35495`	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: Toiyabe National Forest | Statement: [California–Nevada border, nearbyProtectedArea, Toiyabe National Forest]

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

Target entity: Toiyabe National Forest
Context triple: [California–Nevada border, nearbyProtectedArea, Toiyabe National Forest]

A. Inyo National Forest
Inyo National Forest is a vast protected area in eastern California known for its dramatic Sierra Nevada landscapes, including high peaks, ancient bristlecone pine forests, and popular outdoor recreation opportunities.
B. Sierra National Forest
Sierra National Forest is a large U.S. national forest in California’s Sierra Nevada known for its rugged mountain landscapes, dense conifer forests, and extensive outdoor recreation opportunities.
C. Santa Fe National Forest
Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
D. Eldorado National Forest
Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
E. Mojave National Preserve
Mojave National Preserve is a vast protected area in southeastern California known for its dramatic desert landscapes, sand dunes, volcanic formations, Joshua tree forests, and diverse wildlife.
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: Toiyabe National Forest
Triple: [California–Nevada border, nearbyProtectedArea, Toiyabe National Forest]

Generated description

Toiyabe National Forest is a vast U.S. national forest spanning rugged mountain ranges and high desert landscapes in Nevada and eastern California, known for its remote wilderness, hiking, and wildlife habitat.

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

Target entity: Toiyabe National Forest
Target entity description: Toiyabe National Forest is a vast U.S. national forest spanning rugged mountain ranges and high desert landscapes in Nevada and eastern California, known for its remote wilderness, hiking, and wildlife habitat.

A. Inyo National Forest
Inyo National Forest is a vast protected area in eastern California known for its dramatic Sierra Nevada landscapes, including high peaks, ancient bristlecone pine forests, and popular outdoor recreation opportunities.
B. Sierra National Forest
Sierra National Forest is a large U.S. national forest in California’s Sierra Nevada known for its rugged mountain landscapes, dense conifer forests, and extensive outdoor recreation opportunities.
C. Santa Fe National Forest
Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
D. Eldorado National Forest
Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
E. Mojave National Preserve
Mojave National Preserve is a vast protected area in southeastern California known for its dramatic desert landscapes, sand dunes, volcanic formations, Joshua tree forests, and diverse wildlife.
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_69a24c06b3bc8190aa4ac89026115efc`	completed	Feb. 28, 2026, 1:59 a.m.
NER	Named-entity recognition	`batch_69a2567b592c8190aaf692a18fcd2f1b`	completed	Feb. 28, 2026, 2:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a38f4ad71881909f914571472c15fa`	completed	March 1, 2026, 12:58 a.m.
NEDg	Description generation	`batch_69a38fa022b88190938ab9a65a85ad2a`	completed	March 1, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3901ce7f88190ab94662c43a6008b`	completed	March 1, 2026, 1:02 a.m.

Created at: Feb. 28, 2026, 2:03 a.m.