Triple
T21215586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USDA conservation programs |
E522826
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object | Small Watershed Rehabilitation Program |
—
|
NE NERFINISHED |
How this triple was built (3 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: Small Watershed Rehabilitation Program | Statement: [USDA conservation programs, includesProgram, Small Watershed Rehabilitation Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Watershed Rehabilitation Program Context triple: [USDA conservation programs, includesProgram, Small Watershed Rehabilitation Program]
-
A.
Rural Clean Water Program
The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
-
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.
Habitat Restoration Program
The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
-
D.
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.
-
E.
Sand Creek Watershed Project
The Sand Creek Watershed Project is a flood-control and environmental restoration initiative in Nebraska that created Lake Wanahoo and related conservation infrastructure to reduce flooding, improve water quality, and enhance wildlife habitat.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Watershed Rehabilitation Program Target entity description: The Small Watershed Rehabilitation Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to rehabilitate aging dams and related infrastructure in small watershed projects to reduce flood risk and protect public safety and natural resources.
-
A.
Rural Clean Water Program
The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
-
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.
Habitat Restoration Program
The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
-
D.
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.
-
E.
Sand Creek Watershed Project
The Sand Creek Watershed Project is a flood-control and environmental restoration initiative in Nebraska that created Lake Wanahoo and related conservation infrastructure to reduce flooding, improve water quality, and enhance wildlife habitat.
- F. None of above. chosen
Provenance (2 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_69e0b511ed84819099b449b4a111085c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73473870c8190a0f41f9c85567aa7 |
completed | April 21, 2026, 8:25 a.m. |
Created at: April 16, 2026, 3:40 p.m.