Triple
T5487988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agricultural Conservation Easement Program |
E123631
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Farm and Ranch Lands Protection Program
The Farm and Ranch Lands Protection Program was a U.S. Department of Agriculture initiative that helped preserve productive agricultural land by funding conservation easements to prevent its conversion to non-farm uses.
|
E123631
|
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: Farm and Ranch Lands Protection Program | Statement: [Agricultural Conservation Easement Program, replaced, Farm and Ranch Lands Protection Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farm and Ranch Lands Protection Program Context triple: [Agricultural Conservation Easement Program, replaced, Farm and Ranch Lands Protection Program]
-
A.
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.
-
B.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
C.
Great Plains Conservation Program
The Great Plains Conservation Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to farmers and ranchers in the Great Plains to implement long-term soil and water conservation practices.
-
D.
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.
-
E.
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.
- 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: Farm and Ranch Lands Protection Program Triple: [Agricultural Conservation Easement Program, replaced, Farm and Ranch Lands Protection Program]
Generated description
The Farm and Ranch Lands Protection Program was a U.S. Department of Agriculture initiative that helped preserve productive agricultural land by funding conservation easements to prevent its conversion to non-farm uses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farm and Ranch Lands Protection Program Target entity description: The Farm and Ranch Lands Protection Program was a U.S. Department of Agriculture initiative that helped preserve productive agricultural land by funding conservation easements to prevent its conversion to non-farm uses.
-
A.
Agricultural Conservation Easement Program
chosen
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.
-
B.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
C.
Great Plains Conservation Program
The Great Plains Conservation Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to farmers and ranchers in the Great Plains to implement long-term soil and water conservation practices.
-
D.
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.
-
E.
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.
- F. None of above.
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_69bd464a2d908190869324ce176779c8 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd9264d014819097c83bb5c2bb8c39 |
completed | March 20, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48aa12708190add69c5fd51d161d |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4a2b6c508190ad13f6d9823ad747 |
completed | March 22, 2026, 1:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4a87d1fc8190a0e0e75d6f9cd766 |
completed | March 22, 2026, 1:48 a.m. |
Created at: March 20, 2026, 2:10 p.m.