Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003639

The MH-36 locality cells most similar to this Chandrapur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009985

distance 0.214 · cross-district

#2 · Gadchirolicell 4750008626

distance 0.227 · cross-district

#3 · Chandrapurcell 4730008838

distance 0.243

#4 · Gadchirolicell 4750011383

distance 0.249 · cross-district

#5 · Chandrapurcell 4730007224

distance 0.253

#6 · Ahmednagarcell 4660003237

distance 0.254 · cross-district

#7 · Dharashivcell 4880000120

distance 0.256 · cross-district

#8 · Chandrapurcell 4730000188

distance 0.256

#9 · Chandrapurcell 4730002864

distance 0.257

#10 · Chandrapurcell 4730002509

distance 0.258

#11 · Chandrapurcell 4730007008

distance 0.259

#12 · Ahmednagarcell 4660003181

distance 0.259 · cross-district

#13 · Amravaticell 4680006440

distance 0.267 · cross-district

#14 · Ahmednagarcell 4660001734

distance 0.267 · cross-district

#15 · Gadchirolicell 4750009926

distance 0.267 · cross-district

#16 · Jalgaoncell 4780004256

distance 0.268 · cross-district

#17 · Chandrapurcell 4730003917

distance 0.27

#18 · Yavatmalcell 5000006647

distance 0.273 · 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":473,"cluster_id":4730003639}}}'

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.