Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001997

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003082

distance 0.161

#2 · Parbhanicell 4890001978

distance 0.164

#3 · Parbhanicell 4890001849

distance 0.167

#4 · Parbhanicell 4890002230

distance 0.168

#5 · Parbhanicell 4890003383

distance 0.193

#6 · Parbhanicell 4890002261

distance 0.207

#7 · Parbhanicell 4890001827

distance 0.209

#8 · Beedcell 4700007279

distance 0.21 · cross-district

#9 · Parbhanicell 4890001753

distance 0.212

#10 · Beedcell 4700007556

distance 0.212 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001504

distance 0.212 · cross-district

#12 · Jalgaoncell 4780000348

distance 0.214 · cross-district

#13 · Parbhanicell 4890002337

distance 0.215

#14 · Jalnacell 4790002892

distance 0.216 · cross-district

#15 · Buldhanacell 4720001175

distance 0.217 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001412

distance 0.217 · cross-district

#17 · Parbhanicell 4890000684

distance 0.22

#18 · Solapurcell 4960008848

distance 0.22 · 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":4890001997}}}'

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.