Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004882

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008211

distance 0.169

#2 · Chandrapurcell 4730009191

distance 0.175

#3 · Chandrapurcell 4730007671

distance 0.178

#4 · Chandrapurcell 4730009120

distance 0.181

#5 · Gadchirolicell 4750009400

distance 0.182 · cross-district

#6 · Gadchirolicell 4750010189

distance 0.194 · cross-district

#7 · Chandrapurcell 4730007440

distance 0.195

#8 · Chandrapurcell 4730009194

distance 0.198

#9 · Gadchirolicell 4750011668

distance 0.199 · cross-district

#10 · Chandrapurcell 4730007461

distance 0.199

#11 · Gadchirolicell 4750009954

distance 0.204 · cross-district

#12 · Gadchirolicell 4750010899

distance 0.205 · cross-district

#13 · Bhandaracell 4710001419

distance 0.207 · cross-district

#14 · Chandrapurcell 4730009123

distance 0.207

#15 · Yavatmalcell 5000008605

distance 0.21 · cross-district

#16 · Gadchirolicell 4750010312

distance 0.212 · cross-district

#17 · Chandrapurcell 4730009372

distance 0.212

#18 · Chandrapurcell 4730005340

distance 0.213

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":4730004882}}}'

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.