Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005887

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005781

distance 0.125

#2 · Chandrapurcell 4730006122

distance 0.149

#3 · Chandrapurcell 4730008807

distance 0.154

#4 · Chandrapurcell 4730006350

distance 0.154

#5 · Chandrapurcell 4730006004

distance 0.17

#6 · Gadchirolicell 4750009857

distance 0.177 · cross-district

#7 · Chandrapurcell 4730004307

distance 0.179

#8 · Chandrapurcell 4730006123

distance 0.18

#9 · Chandrapurcell 4730006236

distance 0.182

#10 · Gadchirolicell 4750010569

distance 0.186 · cross-district

#11 · Chandrapurcell 4730007784

distance 0.186

#12 · Chandrapurcell 4730008202

distance 0.187

#13 · Chandrapurcell 4730005167

distance 0.189

#14 · Chandrapurcell 4730005778

distance 0.189

#15 · Gadchirolicell 4750010254

distance 0.195 · cross-district

#16 · Gadchirolicell 4750009993

distance 0.197 · cross-district

#17 · Chandrapurcell 4730006237

distance 0.199

#18 · Chandrapurcell 4730005672

distance 0.199

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":4730005887}}}'

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.