Triple
T20928027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Division of Land Resource Protection |
E515395
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Farmland Mapping and Monitoring 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: Farmland Mapping and Monitoring Program | Statement: [Division of Land Resource Protection, administers, Farmland Mapping and Monitoring Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farmland Mapping and Monitoring Program Context triple: [Division of Land Resource Protection, administers, Farmland Mapping and Monitoring Program]
-
A.
Farmland Protection Program
The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
-
B.
Global Monitoring for Environment and Security
Global Monitoring for Environment and Security was the original name of the European Union’s Copernicus Programme, a major Earth observation initiative providing environmental and security-related data from satellites and ground-based systems.
-
C.
Federal Emergency Management Agency floodplain mapping program
The Federal Emergency Management Agency floodplain mapping program is a federal initiative that produces and updates detailed flood hazard maps used to assess flood risk, guide land-use planning, and support the National Flood Insurance Program.
-
D.
GIS and remote sensing laboratory
GIS and remote sensing laboratory is a specialized research and training facility focused on geospatial analysis, satellite imagery, and related technologies in support of geological and environmental studies.
-
E.
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.
- 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: Farmland Mapping and Monitoring Program Target entity description: The Farmland Mapping and Monitoring Program is a California state initiative that identifies, maps, and tracks changes in agricultural land to support farmland conservation and land-use planning.
-
A.
Farmland Protection Program
The Farmland Protection Program is a U.S. federal initiative that provides funding and support to help preserve agricultural land by preventing its conversion to non-farm uses.
-
B.
Global Monitoring for Environment and Security
Global Monitoring for Environment and Security was the original name of the European Union’s Copernicus Programme, a major Earth observation initiative providing environmental and security-related data from satellites and ground-based systems.
-
C.
Federal Emergency Management Agency floodplain mapping program
The Federal Emergency Management Agency floodplain mapping program is a federal initiative that produces and updates detailed flood hazard maps used to assess flood risk, guide land-use planning, and support the National Flood Insurance Program.
-
D.
GIS and remote sensing laboratory
GIS and remote sensing laboratory is a specialized research and training facility focused on geospatial analysis, satellite imagery, and related technologies in support of geological and environmental studies.
-
E.
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.
- 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_69e0b4fb431c8190b9d40e6a72f0cc87 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f653a25c8190adb46f5d764afba7 |
completed | April 21, 2026, 4 a.m. |
Created at: April 16, 2026, 12:49 p.m.