Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009332

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009509

distance 0.115

#2 · Gondiacell 4760000021

distance 0.13 · cross-district

#3 · Gondiacell 4760000101

distance 0.137 · cross-district

#4 · Chandrapurcell 4730009372

distance 0.153

#5 · Chandrapurcell 4730009510

distance 0.162

#6 · Gondiacell 4760000042

distance 0.163 · cross-district

#7 · Chandrapurcell 4730006890

distance 0.17

#8 · Chandrapurcell 4730007119

distance 0.176

#9 · Chandrapurcell 4730009138

distance 0.177

#10 · Chandrapurcell 4730009376

distance 0.178

#11 · Chandrapurcell 4730007457

distance 0.179

#12 · Chandrapurcell 4730007461

distance 0.181

#13 · Chandrapurcell 4730008852

distance 0.184

#14 · Gadchirolicell 4750011110

distance 0.186 · cross-district

#15 · Gadchirolicell 4750010046

distance 0.188 · cross-district

#16 · Chandrapurcell 4730009261

distance 0.19

#17 · Gadchirolicell 4750010666

distance 0.191 · cross-district

#18 · Chandrapurcell 4730006654

distance 0.195

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":4730009332}}}'

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.