Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008816

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008734

distance 0.107

#2 · Chandrapurcell 4730009038

distance 0.144

#3 · Chandrapurcell 4730008732

distance 0.175

#4 · Gadchirolicell 4750010377

distance 0.193 · cross-district

#5 · Gadchirolicell 4750010179

distance 0.204 · cross-district

#6 · Chandrapurcell 4730007355

distance 0.204

#7 · Chandrapurcell 4730009548

distance 0.205

#8 · Chandrapurcell 4730009083

distance 0.206

#9 · Bhandaracell 4710000059

distance 0.208 · cross-district

#10 · Chandrapurcell 4730008591

distance 0.216

#11 · Chandrapurcell 4730007359

distance 0.216

#12 · Chandrapurcell 4730008582

distance 0.217

#13 · Gadchirolicell 4750010114

distance 0.218 · cross-district

#14 · Bhandaracell 4710000600

distance 0.222 · cross-district

#15 · Gadchirolicell 4750010439

distance 0.225 · cross-district

#16 · Bhandaracell 4710001248

distance 0.231 · cross-district

#17 · Bhandaracell 4710000688

distance 0.233 · cross-district

#18 · Gadchirolicell 4750010180

distance 0.234 · 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":4730008816}}}'

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.