Triple

T5059695
Position Surface form Disambiguated ID Type / Status
Subject Tillamook Bay E113990 entity
Predicate isSubjectOf P380 FINISHED
Object Tillamook Bay National Estuary Project
The Tillamook Bay National Estuary Project is a coastal watershed and habitat restoration initiative focused on improving water quality, ecosystem health, and sustainable use of Tillamook Bay in Oregon.
 E491283 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: Tillamook Bay National Estuary Project | Statement: [Tillamook Bay, isSubjectOf, Tillamook Bay National Estuary Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tillamook Bay National Estuary Project
Context triple: [Tillamook Bay, isSubjectOf, Tillamook Bay National Estuary Project]
  • A. Tillamook Bay tidal wetlands
    Tillamook Bay tidal wetlands are a complex of coastal marshes and intertidal habitats in northwestern Oregon that provide critical nursery grounds for fish and wildlife while buffering the bay from flooding and pollution.
  • B. Carquinez Strait Regional Shoreline
    Carquinez Strait Regional Shoreline is a scenic East Bay regional park in Northern California featuring waterfront views, rolling hills, and trails overlooking the Carquinez Strait.
  • C. Nestucca Bay estuary
    Nestucca Bay estuary is a coastal estuarine system in northwestern Oregon known for its tidal wetlands, rich bird habitat, and role in supporting salmon and other marine life.
  • D. Nestucca Bay tidal marshes
    Nestucca Bay tidal marshes are coastal wetlands in Oregon characterized by tidal channels, salt marsh vegetation, and rich habitat for migratory birds and estuarine wildlife.
  • E. South Slough National Estuarine Research Reserve
    South Slough National Estuarine Research Reserve is a protected coastal wetland area in Oregon dedicated to research, education, and stewardship of estuarine ecosystems.
  • 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: Tillamook Bay National Estuary Project
Triple: [Tillamook Bay, isSubjectOf, Tillamook Bay National Estuary Project]
Generated description
The Tillamook Bay National Estuary Project is a coastal watershed and habitat restoration initiative focused on improving water quality, ecosystem health, and sustainable use of Tillamook Bay in Oregon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tillamook Bay National Estuary Project
Target entity description: The Tillamook Bay National Estuary Project is a coastal watershed and habitat restoration initiative focused on improving water quality, ecosystem health, and sustainable use of Tillamook Bay in Oregon.
  • A. Tillamook Bay tidal wetlands
    Tillamook Bay tidal wetlands are a complex of coastal marshes and intertidal habitats in northwestern Oregon that provide critical nursery grounds for fish and wildlife while buffering the bay from flooding and pollution.
  • B. Carquinez Strait Regional Shoreline
    Carquinez Strait Regional Shoreline is a scenic East Bay regional park in Northern California featuring waterfront views, rolling hills, and trails overlooking the Carquinez Strait.
  • C. Nestucca Bay estuary
    Nestucca Bay estuary is a coastal estuarine system in northwestern Oregon known for its tidal wetlands, rich bird habitat, and role in supporting salmon and other marine life.
  • D. Nestucca Bay tidal marshes
    Nestucca Bay tidal marshes are coastal wetlands in Oregon characterized by tidal channels, salt marsh vegetation, and rich habitat for migratory birds and estuarine wildlife.
  • E. South Slough National Estuarine Research Reserve
    South Slough National Estuarine Research Reserve is a protected coastal wetland area in Oregon dedicated to research, education, and stewardship of estuarine ecosystems.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7453daac8190b2946702c6c4bd93 completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49283f48190b5db5ad78f332f95 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea67c2c3c8190af0caba391bfe69c completed March 21, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69beaa2c9bf88190b9f96474a1b4f13d completed March 21, 2026, 2:24 p.m.
Created at: March 20, 2026, 1:38 p.m.