Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009191

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009123

distance 0.146

#2 · Chandrapurcell 4730004882

distance 0.175

#3 · Bhandaracell 4710000656

distance 0.18 · cross-district

#4 · Bhandaracell 4710001610

distance 0.206 · cross-district

#5 · Chandrapurcell 4730009194

distance 0.208

#6 · Gadchirolicell 4750009954

distance 0.208 · cross-district

#7 · Chandrapurcell 4730007343

distance 0.209

#8 · Yavatmalcell 5000003610

distance 0.216 · cross-district

#9 · Chandrapurcell 4730009120

distance 0.217

#10 · Gadchirolicell 4750009622

distance 0.218 · cross-district

#11 · Gadchirolicell 4750008039

distance 0.222 · cross-district

#12 · Gadchirolicell 4750009150

distance 0.222 · cross-district

#13 · Chandrapurcell 4730007671

distance 0.229

#14 · Wardhacell 4980001537

distance 0.229 · cross-district

#15 · Gadchirolicell 4750010189

distance 0.229 · cross-district

#16 · Chandrapurcell 4730008211

distance 0.23

#17 · Wardhacell 4980001154

distance 0.234 · cross-district

#18 · Chandrapurcell 4730005942

distance 0.234

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":4730009191}}}'

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.