Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005021

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003264

distance 0.157 · cross-district

#2 · Buldhanacell 4720006166

distance 0.174 · cross-district

#3 · Nagpurcell 4840004940

distance 0.184 · cross-district

#4 · Parbhanicell 4890004983

distance 0.187

#5 · Parbhanicell 4890003783

distance 0.189

#6 · Jalnacell 4790002644

distance 0.191 · cross-district

#7 · Akolacell 4670001154

distance 0.191 · cross-district

#8 · Parbhanicell 4890003640

distance 0.193

#9 · Beedcell 4700005852

distance 0.193 · cross-district

#10 · Jalnacell 4790003605

distance 0.198 · cross-district

#11 · Buldhanacell 4720006584

distance 0.199 · cross-district

#12 · Nagpurcell 4840004817

distance 0.202 · cross-district

#13 · Jalnacell 4790003267

distance 0.204 · cross-district

#14 · Beedcell 4700006953

distance 0.205 · cross-district

#15 · Akolacell 4670001341

distance 0.206 · cross-district

#16 · Wardhacell 4980002177

distance 0.207 · cross-district

#17 · Jalnacell 4790002564

distance 0.209 · cross-district

#18 · Amravaticell 4680005167

distance 0.21 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890005021}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.