Triple
T4957788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trinity River Basin |
E111328
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
Trinity River Restoration Program
The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
|
E483057
|
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: Trinity River Restoration Program | Statement: [Trinity River Basin, managedBy, Trinity River Restoration Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trinity River Restoration Program Context triple: [Trinity River Basin, managedBy, Trinity River Restoration Program]
-
A.
San Joaquin River Restoration Program
The San Joaquin River Restoration Program is a long-term environmental initiative aimed at restoring flows, fish populations, and ecosystem health to California’s San Joaquin River while maintaining water supply reliability for agriculture and communities.
-
B.
Muddy River Restoration Project
The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
-
C.
Salton Sea Restoration Program
The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
-
D.
Los Angeles River Ecosystem Restoration project
The Los Angeles River Ecosystem Restoration project is a large-scale environmental initiative aimed at revitalizing the Los Angeles River’s natural habitats, improving flood management, and expanding public access to green space along its corridor.
-
E.
Klamath Project
The Klamath Project is a major federal water management and irrigation system in southern Oregon and northern California that supplies water to agriculture, wildlife refuges, and communities in the Klamath Basin.
- 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: Trinity River Restoration Program Triple: [Trinity River Basin, managedBy, Trinity River Restoration Program]
Generated description
The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trinity River Restoration Program Target entity description: The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
-
A.
San Joaquin River Restoration Program
The San Joaquin River Restoration Program is a long-term environmental initiative aimed at restoring flows, fish populations, and ecosystem health to California’s San Joaquin River while maintaining water supply reliability for agriculture and communities.
-
B.
Muddy River Restoration Project
The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
-
C.
Salton Sea Restoration Program
The Salton Sea Restoration Program is a long-term environmental initiative aimed at addressing ecological degradation, public health risks, and habitat loss at California’s Salton Sea through water management, habitat creation, and dust control projects.
-
D.
Los Angeles River Ecosystem Restoration project
The Los Angeles River Ecosystem Restoration project is a large-scale environmental initiative aimed at revitalizing the Los Angeles River’s natural habitats, improving flood management, and expanding public access to green space along its corridor.
-
E.
Klamath Project
The Klamath Project is a major federal water management and irrigation system in southern Oregon and northern California that supplies water to agriculture, wildlife refuges, and communities in the Klamath Basin.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d834c0819087f3faafdc9b4228 |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81e144a08190b66bf07e09b6ff55 |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be83b10e048190889289ac2ca9f07f |
completed | March 21, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be843e2e50819099b2b73498c7c16e |
completed | March 21, 2026, 11:42 a.m. |
Created at: March 20, 2026, 1:32 p.m.