Triple
T21215587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USDA conservation programs |
E522826
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object | Voluntary Public Access and Habitat Incentive 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: Voluntary Public Access and Habitat Incentive Program | Statement: [USDA conservation programs, includesProgram, Voluntary Public Access and Habitat Incentive Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Voluntary Public Access and Habitat Incentive Program Context triple: [USDA conservation programs, includesProgram, Voluntary Public Access and Habitat Incentive Program]
-
A.
EQIP Wildlife Habitat Incentive Area
EQIP Wildlife Habitat Incentive Area is a component of the Environmental Quality Incentives Program focused on supporting landowners in creating, restoring, and enhancing wildlife habitat on agricultural and forest lands.
-
B.
Grassland Reserve Program
The Grassland Reserve Program was a U.S. Department of Agriculture conservation initiative that provided financial incentives to landowners to protect, restore, and enhance grasslands and related ecosystems on their property.
-
C.
Agricultural Conservation Easement Program
The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
-
D.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
E.
Regional Conservation Partnership Program
The Regional Conservation Partnership Program is a U.S. Department of Agriculture initiative that funds and coordinates locally led, partner-driven projects to improve soil, water, and wildlife conservation on agricultural and private lands.
- 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: Voluntary Public Access and Habitat Incentive Program Target entity description: The Voluntary Public Access and Habitat Incentive Program is a U.S. Department of Agriculture initiative that provides financial incentives to private landowners to open their land for public hunting, fishing, and wildlife-related recreation while enhancing wildlife habitat.
-
A.
EQIP Wildlife Habitat Incentive Area
EQIP Wildlife Habitat Incentive Area is a component of the Environmental Quality Incentives Program focused on supporting landowners in creating, restoring, and enhancing wildlife habitat on agricultural and forest lands.
-
B.
Grassland Reserve Program
The Grassland Reserve Program was a U.S. Department of Agriculture conservation initiative that provided financial incentives to landowners to protect, restore, and enhance grasslands and related ecosystems on their property.
-
C.
Agricultural Conservation Easement Program
The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
-
D.
Environmental Quality Incentives Program
The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
-
E.
Regional Conservation Partnership Program
The Regional Conservation Partnership Program is a U.S. Department of Agriculture initiative that funds and coordinates locally led, partner-driven projects to improve soil, water, and wildlife conservation on agricultural and private lands.
- 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.