Triple

T12307137

Position	Surface form	Disambiguated ID	Type / Status
Subject	Walker Pass Campground	`E293381`	entity
Predicate	managedBy	`P86`	FINISHED
Object	BLM Ridgecrest Field Office The BLM Ridgecrest Field Office is a local Bureau of Land Management office in California responsible for overseeing public lands, recreation sites, and natural resources in the Ridgecrest region.	`E973516`	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: BLM Ridgecrest Field Office | Statement: [Walker Pass Campground, managedBy, BLM Ridgecrest Field Office]

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

Target entity: BLM Ridgecrest Field Office
Context triple: [Walker Pass Campground, managedBy, BLM Ridgecrest Field Office]

A. BLM Ely District
The BLM Ely District is a U.S. Bureau of Land Management administrative area in eastern Nevada responsible for overseeing public lands, including multiple wilderness areas and other natural resources.
B. Prineville District BLM
Prineville District BLM is a regional office of the U.S. Bureau of Land Management responsible for overseeing and conserving public lands and natural resources in central Oregon.
C. U.S. Bureau of Land Management
The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
D. Humboldt-Toiyabe National Forest, Ely Ranger District
The Humboldt-Toiyabe National Forest, Ely Ranger District is a management unit of the vast Humboldt-Toiyabe National Forest in eastern Nevada, encompassing high desert, mountain, and forest ecosystems popular for hiking, camping, and wildlife viewing.
E. 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.
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: BLM Ridgecrest Field Office
Triple: [Walker Pass Campground, managedBy, BLM Ridgecrest Field Office]

Generated description

The BLM Ridgecrest Field Office is a local Bureau of Land Management office in California responsible for overseeing public lands, recreation sites, and natural resources in the Ridgecrest region.

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

Target entity: BLM Ridgecrest Field Office
Target entity description: The BLM Ridgecrest Field Office is a local Bureau of Land Management office in California responsible for overseeing public lands, recreation sites, and natural resources in the Ridgecrest region.

A. BLM Ely District
The BLM Ely District is a U.S. Bureau of Land Management administrative area in eastern Nevada responsible for overseeing public lands, including multiple wilderness areas and other natural resources.
B. Prineville District BLM
Prineville District BLM is a regional office of the U.S. Bureau of Land Management responsible for overseeing and conserving public lands and natural resources in central Oregon.
C. U.S. Bureau of Land Management
The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
D. Humboldt-Toiyabe National Forest, Ely Ranger District
The Humboldt-Toiyabe National Forest, Ely Ranger District is a management unit of the vast Humboldt-Toiyabe National Forest in eastern Nevada, encompassing high desert, mountain, and forest ecosystems popular for hiking, camping, and wildlife viewing.
E. 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.
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_69d6ab6a2b50819082f6aedd32ed608a`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93f00695c8190b7365e4593631690`	completed	April 10, 2026, 6:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f61e8243d48190baf25b2927de6c62`	completed	May 2, 2026, 3:55 p.m.
NEDg	Description generation	`batch_69f61f5d746c8190b5b0edfc4832bc6c`	completed	May 2, 2026, 3:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62045b20c819083c755fbe99a9a7f`	completed	May 2, 2026, 4:03 p.m.

Created at: April 8, 2026, 9:53 p.m.