Triple
T13846003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chehalis River |
E332805
|
entity |
| Predicate | hasManagementProgram |
P10634
|
FINISHED |
| Object |
Chehalis Basin Strategy
Chehalis Basin Strategy is a comprehensive, long-term initiative in Washington State focused on reducing flood damage and restoring aquatic ecosystems throughout the Chehalis River basin.
|
E1065369
|
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: Chehalis Basin Strategy | Statement: [Chehalis River, hasManagementProgram, Chehalis Basin Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chehalis Basin Strategy Context triple: [Chehalis River, hasManagementProgram, Chehalis Basin Strategy]
-
A.
Carson River Watershed Adaptive Stewardship Plan
The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
-
B.
Basin Plan 2012
Basin Plan 2012 is an Australian water management plan that sets sustainable diversion limits and coordinated rules for sharing and protecting water resources across the Murray–Darling Basin.
-
C.
Columbia River wildlife corridor
The Columbia River wildlife corridor is a critical ecological pathway along the Columbia River that supports the movement, habitat connectivity, and conservation of diverse fish and wildlife species across the region.
-
D.
Lower Columbia Estuary Partnership
The Lower Columbia Estuary Partnership is a regional environmental organization dedicated to restoring, protecting, and monitoring the ecological health of the lower Columbia River and its estuary through science-based programs and community collaboration.
-
E.
Bay-Delta Conservation Plan
The Bay-Delta Conservation Plan is a large-scale habitat conservation and water management initiative aimed at restoring ecological health and improving water supply reliability in California’s Sacramento–San Joaquin River Delta.
- 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: Chehalis Basin Strategy Triple: [Chehalis River, hasManagementProgram, Chehalis Basin Strategy]
Generated description
Chehalis Basin Strategy is a comprehensive, long-term initiative in Washington State focused on reducing flood damage and restoring aquatic ecosystems throughout the Chehalis River basin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chehalis Basin Strategy Target entity description: Chehalis Basin Strategy is a comprehensive, long-term initiative in Washington State focused on reducing flood damage and restoring aquatic ecosystems throughout the Chehalis River basin.
-
A.
Carson River Watershed Adaptive Stewardship Plan
The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
-
B.
Basin Plan 2012
Basin Plan 2012 is an Australian water management plan that sets sustainable diversion limits and coordinated rules for sharing and protecting water resources across the Murray–Darling Basin.
-
C.
Columbia River wildlife corridor
The Columbia River wildlife corridor is a critical ecological pathway along the Columbia River that supports the movement, habitat connectivity, and conservation of diverse fish and wildlife species across the region.
-
D.
Lower Columbia Estuary Partnership
The Lower Columbia Estuary Partnership is a regional environmental organization dedicated to restoring, protecting, and monitoring the ecological health of the lower Columbia River and its estuary through science-based programs and community collaboration.
-
E.
Bay-Delta Conservation Plan
The Bay-Delta Conservation Plan is a large-scale habitat conservation and water management initiative aimed at restoring ecological health and improving water supply reliability in California’s Sacramento–San Joaquin River Delta.
- 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02b1a25c8190a9f85ba43c421188 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0ef9e7c8190b96c2b83d04708e1 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c20da9448190b3167b091bd39b94 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c2cc63148190b9ca2828abe54286 |
completed | May 3, 2026, 9:49 p.m. |
Created at: April 9, 2026, 10:13 p.m.