Triple

T13117477
Position Surface form Disambiguated ID Type / Status
Subject Nestucca Bay estuary E311130 entity
Predicate partOf P40 FINISHED
Object Oregon coastal estuaries
Oregon coastal estuaries are a network of tidal river-mouth ecosystems along Oregon’s Pacific shoreline that provide rich habitat for fish and wildlife, support coastal fisheries, and buffer inland areas from storms and flooding.
E59293 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: Oregon coastal estuaries | Statement: [Nestucca Bay estuary, partOf, Oregon coastal estuaries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oregon coastal estuaries
Context triple: [Nestucca Bay estuary, partOf, Oregon coastal estuaries]
  • A. Oregon estuary network
    The Oregon estuary network is a system of interconnected coastal estuaries along the Oregon coast that provide critical habitats, support fisheries, and play key roles in regional ecology and water quality.
  • B. Oregon Coast river systems
    Oregon Coast river systems are the network of rivers and streams that drain the coastal ranges of Oregon into the Pacific Ocean, shaping the region’s landscapes, ecosystems, and coastal communities.
  • C. Columbia River estuary
    The Columbia River estuary is the broad, tidally influenced transition zone where the Columbia River meets the Pacific Ocean, supporting rich ecosystems, major shipping routes, and coastal communities in the Pacific Northwest.
  • 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. 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.
  • 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: Oregon coastal estuaries
Triple: [Nestucca Bay estuary, partOf, Oregon coastal estuaries]
Generated description
Oregon coastal estuaries are a network of tidal river-mouth ecosystems along Oregon’s Pacific shoreline that provide rich habitat for fish and wildlife, support coastal fisheries, and buffer inland areas from storms and flooding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oregon coastal estuaries
Target entity description: Oregon coastal estuaries are a network of tidal river-mouth ecosystems along Oregon’s Pacific shoreline that provide rich habitat for fish and wildlife, support coastal fisheries, and buffer inland areas from storms and flooding.
  • A. Oregon estuary network chosen
    The Oregon estuary network is a system of interconnected coastal estuaries along the Oregon coast that provide critical habitats, support fisheries, and play key roles in regional ecology and water quality.
  • B. Oregon Coast river systems
    Oregon Coast river systems are the network of rivers and streams that drain the coastal ranges of Oregon into the Pacific Ocean, shaping the region’s landscapes, ecosystems, and coastal communities.
  • C. Columbia River estuary
    The Columbia River estuary is the broad, tidally influenced transition zone where the Columbia River meets the Pacific Ocean, supporting rich ecosystems, major shipping routes, and coastal communities in the Pacific Northwest.
  • 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. 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.
  • F. None of above.

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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e284c3c881909d65e2ba89fbe7af completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:06 p.m.