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.