Triple

T1642124

Position	Surface form	Disambiguated ID	Type / Status
Subject	Toiyabe National Forest	`E35495`	entity
Predicate	partOf	`P40`	FINISHED
Object	Humboldt–Toiyabe National Forest Humboldt–Toiyabe National Forest is a vast U.S. national forest spanning much of Nevada and parts of eastern California, known for its rugged mountain ranges, high desert landscapes, and diverse recreational opportunities.	`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: Humboldt–Toiyabe National Forest | Statement: [Toiyabe National Forest, partOf, Humboldt–Toiyabe National Forest]

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

Target entity: Humboldt–Toiyabe National Forest
Context triple: [Toiyabe National Forest, partOf, Humboldt–Toiyabe National Forest]

A. 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.
B. 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.
C. 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.
D. 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.
E. San Bernardino National Forest
San Bernardino National Forest is a large protected forest area in Southern California known for its rugged mountain landscapes, diverse wildlife, and extensive outdoor recreation 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: Humboldt–Toiyabe National Forest
Triple: [Toiyabe National Forest, partOf, Humboldt–Toiyabe National Forest]

Generated description

Humboldt–Toiyabe National Forest is a vast U.S. national forest spanning much of Nevada and parts of eastern California, known for its rugged mountain ranges, high desert landscapes, and diverse recreational opportunities.

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

Target entity: Humboldt–Toiyabe National Forest
Target entity description: Humboldt–Toiyabe National Forest is a vast U.S. national forest spanning much of Nevada and parts of eastern California, known for its rugged mountain ranges, high desert landscapes, and diverse recreational opportunities.

A. Toiyabe National Forest chosen
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.
B. 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.
C. 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.
D. 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.
E. San Bernardino National Forest
San Bernardino National Forest is a large protected forest area in Southern California known for its rugged mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
F. None of above.

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_69a88604618c81908b41f6429c431eb6`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a90a3e254081908b7c4a9dfeafc4f8`	completed	March 5, 2026, 4:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af989789308190bb124c2c1706b68c`	completed	March 10, 2026, 4:05 a.m.
NEDg	Description generation	`batch_69af99416924819099d4acb1a2d60e0c`	completed	March 10, 2026, 4:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69af99adadb08190a44f2286b25bf0aa`	completed	March 10, 2026, 4:10 a.m.

Created at: March 4, 2026, 7:28 p.m.