Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006341

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007254

distance 0.158

#2 · Gadchirolicell 4750010128

distance 0.162 · cross-district

#3 · Chandrapurcell 4730005564

distance 0.163

#4 · Chandrapurcell 4730007123

distance 0.17

#5 · Gadchirolicell 4750010445

distance 0.173 · cross-district

#6 · Chandrapurcell 4730006894

distance 0.174

#7 · Gadchirolicell 4750010317

distance 0.178 · cross-district

#8 · Gadchirolicell 4750010712

distance 0.179 · cross-district

#9 · Gadchirolicell 4750010448

distance 0.179 · cross-district

#10 · Gadchirolicell 4750010711

distance 0.182 · cross-district

#11 · Chandrapurcell 4730007237

distance 0.182

#12 · Chandrapurcell 4730006668

distance 0.182

#13 · Gadchirolicell 4750010444

distance 0.183 · cross-district

#14 · Gadchirolicell 4750010130

distance 0.186 · cross-district

#15 · Gadchirolicell 4750010503

distance 0.187 · cross-district

#16 · Gadchirolicell 4750010778

distance 0.188 · cross-district

#17 · Gadchirolicell 4750010194

distance 0.189 · cross-district

#18 · Gadchirolicell 4750010249

distance 0.191 · 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":4730006341}}}'

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.