cyberneticlibrary
← library

Extract grant facets into controlled taxonomies

layer2-facetworkflowsetup L2★0
chocholous/regrantio ↗
What it does

Map grants to controlled facet vocabularies via LLM

Best for

Exploratory grant faceting where open-ended vocabularies evolve (seed values provided but new entries created per grant).

Inputs
  • · [object Object]
Outputs
  • · [object Object]
Preconditions

Grant JSON files with title/body/attachments_md; Czech geopolitical knowledge assumed

Failure modes

Hallucinated vocabulary entries; misidentified region; empty values where should infer

Trust signals
  • · Open-vocabulary guidance (seed but encourage new entries)
  • · Czech-language domain expertise
  • · Multi-level region resolution (obec/okres/kraj)
  • · Reasoning field for traceability