Triple

T5174767
Position Surface form Disambiguated ID Type / Status
Subject Grays Harbor E116769 entity
Predicate hasNearbyProtectedArea P855 FINISHED
Object Grays Harbor National Wildlife Refuge
Grays Harbor National Wildlife Refuge is a protected coastal wetland in Washington State renowned as a critical stopover for migratory shorebirds along the Pacific Flyway.
E503183 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: Grays Harbor National Wildlife Refuge | Statement: [Grays Harbor, hasNearbyProtectedArea, Grays Harbor National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grays Harbor National Wildlife Refuge
Context triple: [Grays Harbor, hasNearbyProtectedArea, Grays Harbor National Wildlife Refuge]
  • A. 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.
  • B. Siletz Bay National Wildlife Refuge
    Siletz Bay National Wildlife Refuge is a protected coastal wetland area in Oregon managed to conserve habitat for migratory birds, fish, and other wildlife.
  • C. Billy Frank Jr. Nisqually National Wildlife Refuge
    Billy Frank Jr. Nisqually National Wildlife Refuge is a protected estuarine and freshwater wetland area in Washington State known for its rich wildlife habitat and birdwatching opportunities along the Nisqually River delta.
  • D. Oregon Islands National Wildlife Refuge
    Oregon Islands National Wildlife Refuge is a coastal U.S. wildlife refuge in Oregon that protects numerous offshore rocks, islands, and reefs critical for seabird nesting and marine mammal habitat.
  • E. Oregon Coast National Wildlife Refuge Complex
    Oregon Coast National Wildlife Refuge Complex is a network of coastal and offshore wildlife refuges in Oregon that protect critical habitats for seabirds, marine mammals, and other coastal species.
  • 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: Grays Harbor National Wildlife Refuge
Triple: [Grays Harbor, hasNearbyProtectedArea, Grays Harbor National Wildlife Refuge]
Generated description
Grays Harbor National Wildlife Refuge is a protected coastal wetland in Washington State renowned as a critical stopover for migratory shorebirds along the Pacific Flyway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grays Harbor National Wildlife Refuge
Target entity description: Grays Harbor National Wildlife Refuge is a protected coastal wetland in Washington State renowned as a critical stopover for migratory shorebirds along the Pacific Flyway.
  • A. 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.
  • B. Siletz Bay National Wildlife Refuge
    Siletz Bay National Wildlife Refuge is a protected coastal wetland area in Oregon managed to conserve habitat for migratory birds, fish, and other wildlife.
  • C. Billy Frank Jr. Nisqually National Wildlife Refuge
    Billy Frank Jr. Nisqually National Wildlife Refuge is a protected estuarine and freshwater wetland area in Washington State known for its rich wildlife habitat and birdwatching opportunities along the Nisqually River delta.
  • D. Oregon Islands National Wildlife Refuge
    Oregon Islands National Wildlife Refuge is a coastal U.S. wildlife refuge in Oregon that protects numerous offshore rocks, islands, and reefs critical for seabird nesting and marine mammal habitat.
  • E. Oregon Coast National Wildlife Refuge Complex
    Oregon Coast National Wildlife Refuge Complex is a network of coastal and offshore wildlife refuges in Oregon that protect critical habitats for seabirds, marine mammals, and other coastal species.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7971284481909e6d07b2368a4f76 completed March 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefb2464081909ee9f05788ef5c30 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef05ed6188190a86ec2a3bebd21dc completed March 21, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69bef0e41b508190baca5e15efb65ee9 completed March 21, 2026, 7:26 p.m.
Created at: March 20, 2026, 1:45 p.m.