Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005563

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007580

distance 0.132

#2 · Chandrapurcell 4730009380

distance 0.162

#3 · Gadchirolicell 4750010379

distance 0.184 · cross-district

#4 · Gadchirolicell 4750010376

distance 0.184 · cross-district

#5 · Chandrapurcell 4730009097

distance 0.185

#6 · Chandrapurcell 4730009317

distance 0.187

#7 · Chandrapurcell 4730005454

distance 0.189

#8 · Gadchirolicell 4750010566

distance 0.191 · cross-district

#9 · Chandrapurcell 4730009228

distance 0.2

#10 · Chandrapurcell 4730006552

distance 0.214

#11 · Chandrapurcell 4730009161

distance 0.215

#12 · Gadchirolicell 4750010710

distance 0.216 · cross-district

#13 · Yavatmalcell 5000007554

distance 0.216 · cross-district

#14 · Chandrapurcell 4730008948

distance 0.216

#15 · Gadchirolicell 4750010500

distance 0.218 · cross-district

#16 · Chandrapurcell 4730009163

distance 0.218

#17 · Bhandaracell 4710001476

distance 0.218 · cross-district

#18 · Chandrapurcell 4730005668

distance 0.22

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":4730005563}}}'

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.