Triple
T20795255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EQIP Classic |
E511893
|
entity |
| Predicate | distinguishedFrom |
P1612
|
FINISHED |
| Object | EQIP Initiatives |
—
|
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: EQIP Initiatives | Statement: [EQIP Classic, distinguishedFrom, EQIP Initiatives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EQIP Initiatives Context triple: [EQIP Classic, distinguishedFrom, EQIP Initiatives]
-
A.
EQIP
EQIP is a U.S. Department of Agriculture cost-share program that helps farmers and ranchers implement conservation practices to improve soil, water, and other natural resources on working lands.
-
B.
EQIP National Water Quality Initiative
The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
-
C.
USDA conservation programs
USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
-
D.
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.
-
E.
EQIP High Tunnel Initiative
The EQIP High Tunnel Initiative is a USDA conservation program component that helps farmers install high tunnels to extend growing seasons, improve plant and soil health, and reduce environmental impacts.
- 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: EQIP Initiatives Target entity description: EQIP Initiatives is a component of the USDA’s Environmental Quality Incentives Program that focuses on targeted, often innovative or priority-driven conservation efforts distinct from the standard EQIP Classic offerings.
-
A.
EQIP
EQIP is a U.S. Department of Agriculture cost-share program that helps farmers and ranchers implement conservation practices to improve soil, water, and other natural resources on working lands.
-
B.
EQIP National Water Quality Initiative
The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
-
C.
USDA conservation programs
USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
-
D.
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.
-
E.
EQIP High Tunnel Initiative
The EQIP High Tunnel Initiative is a USDA conservation program component that helps farmers install high tunnels to extend growing seasons, improve plant and soil health, and reduce environmental impacts.
- 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2acbac48190b9b46c8c2a761bd8 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:39 p.m.