Triple

T4704476

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oregon Coast National Wildlife Refuge Complex	`E104357`	entity
Predicate	includesUnit	`P1393`	FINISHED
Object	Nestuca Bay National Wildlife Refuge Nestuca Bay National Wildlife Refuge is a protected coastal habitat in Oregon known for its estuarine wetlands that support migratory birds, salmon, and diverse wildlife.	`E471768`	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: Nestuca Bay National Wildlife Refuge | Statement: [Oregon Coast National Wildlife Refuge Complex, includesUnit, Nestuca Bay National Wildlife Refuge]

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

Target entity: Nestuca Bay National Wildlife Refuge
Context triple: [Oregon Coast National Wildlife Refuge Complex, includesUnit, Nestuca Bay National Wildlife Refuge]

A. Pahranagat National Wildlife Refuge
Pahranagat National Wildlife Refuge is a protected wetland and desert oasis in southern Nevada that provides critical habitat for migratory birds and other wildlife.
B. McNary National Wildlife Refuge
McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern Washington that provides critical habitat for migratory birds, fish, and other wildlife.
C. Great White Heron National Wildlife Refuge
Great White Heron National Wildlife Refuge is a protected coastal habitat in the Florida Keys established to conserve the great white heron and other wading birds and marine wildlife.
D. Willapa National Wildlife Refuge
Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
E. Port Louisa National Wildlife Refuge
Port Louisa National Wildlife Refuge is a protected area along the Mississippi River in southeastern Iowa that provides important habitat for migratory birds and other 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: Nestuca Bay National Wildlife Refuge
Triple: [Oregon Coast National Wildlife Refuge Complex, includesUnit, Nestuca Bay National Wildlife Refuge]

Generated description

Nestuca Bay National Wildlife Refuge is a protected coastal habitat in Oregon known for its estuarine wetlands that support migratory birds, salmon, and diverse wildlife.

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

Target entity: Nestuca Bay National Wildlife Refuge
Target entity description: Nestuca Bay National Wildlife Refuge is a protected coastal habitat in Oregon known for its estuarine wetlands that support migratory birds, salmon, and diverse wildlife.

A. Pahranagat National Wildlife Refuge
Pahranagat National Wildlife Refuge is a protected wetland and desert oasis in southern Nevada that provides critical habitat for migratory birds and other wildlife.
B. McNary National Wildlife Refuge
McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern Washington that provides critical habitat for migratory birds, fish, and other wildlife.
C. Great White Heron National Wildlife Refuge
Great White Heron National Wildlife Refuge is a protected coastal habitat in the Florida Keys established to conserve the great white heron and other wading birds and marine wildlife.
D. Willapa National Wildlife Refuge
Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
E. Port Louisa National Wildlife Refuge
Port Louisa National Wildlife Refuge is a protected area along the Mississippi River in southeastern Iowa that provides important habitat for migratory birds and other 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_69bd43e9b88481908582103dcadff3d9`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd63d1e9c48190bad5f7d68bf0f622`	completed	March 20, 2026, 3:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be4d7ad90c8190b6f36472a209a0f9`	completed	March 21, 2026, 7:49 a.m.
NEDg	Description generation	`batch_69be4f0a6f548190beb90be3c17611a6`	completed	March 21, 2026, 7:55 a.m.
NED2	Entity disambiguation (via description)	`batch_69be4f623e808190969536dce2db2e35`	completed	March 21, 2026, 7:57 a.m.

Created at: March 20, 2026, 1:17 p.m.