Triple

T16212892

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bonners Ferry, Idaho	`E393509`	entity
Predicate	hasNearbyProtectedArea	`P855`	FINISHED
Object	Kootenai National Wildlife Refuge Kootenai National Wildlife Refuge is a protected area in northern Idaho known for its wetlands, diverse wildlife, and opportunities for birdwatching and nature observation.	`E1201090`	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: Kootenai National Wildlife Refuge | Statement: [Bonners Ferry, Idaho, hasNearbyProtectedArea, Kootenai National Wildlife Refuge]

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

Target entity: Kootenai National Wildlife Refuge
Context triple: [Bonners Ferry, Idaho, hasNearbyProtectedArea, Kootenai National Wildlife Refuge]

A. Minidoka National Wildlife Refuge
Minidoka National Wildlife Refuge is a protected area in south-central Idaho that provides important habitat for migratory birds, waterfowl, and other wildlife around the reservoir created by Minidoka Dam.
B. Umatilla National Wildlife Refuge
Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
C. Upper Klamath National Wildlife Refuge
Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
D. Koyukuk National Wildlife Refuge
Koyukuk National Wildlife Refuge is a remote protected area in interior Alaska known for its extensive wetlands, rich wildlife habitat, and important subsistence and migratory bird populations.
E. Little Pend Oreille National Wildlife Refuge
Little Pend Oreille National Wildlife Refuge is a protected area in northeastern Washington known for its forested mountains, diverse wildlife habitats, and opportunities for hiking, wildlife viewing, and environmental education.
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: Kootenai National Wildlife Refuge
Triple: [Bonners Ferry, Idaho, hasNearbyProtectedArea, Kootenai National Wildlife Refuge]

Generated description

Kootenai National Wildlife Refuge is a protected area in northern Idaho known for its wetlands, diverse wildlife, and opportunities for birdwatching and nature observation.

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

Target entity: Kootenai National Wildlife Refuge
Target entity description: Kootenai National Wildlife Refuge is a protected area in northern Idaho known for its wetlands, diverse wildlife, and opportunities for birdwatching and nature observation.

A. Minidoka National Wildlife Refuge
Minidoka National Wildlife Refuge is a protected area in south-central Idaho that provides important habitat for migratory birds, waterfowl, and other wildlife around the reservoir created by Minidoka Dam.
B. Umatilla National Wildlife Refuge
Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
C. Upper Klamath National Wildlife Refuge
Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
D. Koyukuk National Wildlife Refuge
Koyukuk National Wildlife Refuge is a remote protected area in interior Alaska known for its extensive wetlands, rich wildlife habitat, and important subsistence and migratory bird populations.
E. Little Pend Oreille National Wildlife Refuge
Little Pend Oreille National Wildlife Refuge is a protected area in northeastern Washington known for its forested mountains, diverse wildlife habitats, and opportunities for hiking, wildlife viewing, and environmental education.
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_69d87f1f5bd08190bd01cac0d5b9d2ef`	completed	April 10, 2026, 4:39 a.m.
NER	Named-entity recognition	`batch_69e227f2c1288190bfaed49c364bfa22`	completed	April 17, 2026, 12:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0007932f088190b6c20913cfb932f4`	completed	May 10, 2026, 4:20 a.m.
NEDg	Description generation	`batch_6a0009d6e7288190907075f5ee72f3ad`	completed	May 10, 2026, 4:30 a.m.
NED2	Entity disambiguation (via description)	`batch_6a000ad7a72481909a74643d8c0c9b5a`	completed	May 10, 2026, 4:34 a.m.

Created at: April 10, 2026, 5:03 a.m.