Triple

T9346254

Position	Surface form	Disambiguated ID	Type / Status
Subject	Absaroka Range	`E224896`	entity
Predicate	hasProtectedArea	`P855`	FINISHED
Object	Custer National Forest Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.	`E804712`	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: Custer National Forest | Statement: [Absaroka Range, hasProtectedArea, Custer National Forest]

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

Target entity: Custer National Forest
Context triple: [Absaroka Range, hasProtectedArea, Custer National Forest]

A. Arapaho National Forest
Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
B. Lolo National Forest
Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
C. Bridger–Teton National Forest
Bridger–Teton National Forest is a vast U.S. national forest in western Wyoming known for its rugged mountains, extensive wilderness areas, and abundant wildlife adjacent to Grand Teton and Yellowstone National Parks.
D. Beaverhead–Deerlodge National Forest
Beaverhead–Deerlodge National Forest is a vast U.S. national forest in western Montana known for its rugged mountains, extensive wildlife habitat, and diverse recreational opportunities such as hiking, fishing, and camping.
E. Gallatin National Forest
Gallatin National Forest is a large U.S. national forest in Montana known for its rugged mountains, diverse wildlife, and proximity to Yellowstone National Park.
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: Custer National Forest
Triple: [Absaroka Range, hasProtectedArea, Custer National Forest]

Generated description

Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.

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

Target entity: Custer National Forest
Target entity description: Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.

A. Arapaho National Forest
Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
B. Lolo National Forest
Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
C. Bridger–Teton National Forest
Bridger–Teton National Forest is a vast U.S. national forest in western Wyoming known for its rugged mountains, extensive wilderness areas, and abundant wildlife adjacent to Grand Teton and Yellowstone National Parks.
D. Beaverhead–Deerlodge National Forest
Beaverhead–Deerlodge National Forest is a vast U.S. national forest in western Montana known for its rugged mountains, extensive wildlife habitat, and diverse recreational opportunities such as hiking, fishing, and camping.
E. Gallatin National Forest
Gallatin National Forest is a large U.S. national forest in Montana known for its rugged mountains, diverse wildlife, and proximity to Yellowstone National Park.
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_69ca842993248190a79ab06968994b86`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd4f0e2ccc8190a68f1c96c0886660`	completed	April 1, 2026, 4:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d14bd5c89081909533dbfc9f82016d`	completed	April 4, 2026, 5:35 p.m.
NEDg	Description generation	`batch_69d14ca535588190aa2ff77f0658226b`	completed	April 4, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69d14d29d32c8190a8615b3450492abc`	completed	April 4, 2026, 5:40 p.m.

Created at: March 30, 2026, 7:41 p.m.