Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002108

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001868

distance 0.103

#2 · Chandrapurcell 4730002320

distance 0.152

#3 · Chandrapurcell 4730001946

distance 0.158

#4 · Nagpurcell 4840001294

distance 0.16 · cross-district

#5 · Nandedcell 4850000197

distance 0.166 · cross-district

#6 · Chandrapurcell 4730001869

distance 0.168

#7 · Chandrapurcell 4730001054

distance 0.175

#8 · Chandrapurcell 4730002181

distance 0.179

#9 · Chandrapurcell 4730003953

distance 0.179

#10 · Chandrapurcell 4730001508

distance 0.183

#11 · Nandedcell 4850000346

distance 0.186 · cross-district

#12 · Chandrapurcell 4730003175

distance 0.188

#13 · Chandrapurcell 4730002175

distance 0.19

#14 · Chandrapurcell 4730004148

distance 0.191

#15 · Nandedcell 4850001798

distance 0.192 · cross-district

#16 · Chandrapurcell 4730003448

distance 0.2

#17 · Yavatmalcell 5000010161

distance 0.2 · cross-district

#18 · Yavatmalcell 5000010255

distance 0.2 · 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":4730002108}}}'

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.