Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008448

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001662

distance 0.212 · cross-district

#2 · Wardhacell 4980000136

distance 0.215 · cross-district

#3 · Wardhacell 4980001279

distance 0.225 · cross-district

#4 · Gadchirolicell 4750011733

distance 0.234 · cross-district

#5 · Wardhacell 4980001580

distance 0.234 · cross-district

#6 · Gadchirolicell 4750007408

distance 0.236 · cross-district

#7 · Yavatmalcell 5000008238

distance 0.236 · cross-district

#8 · Bhandaracell 4710001232

distance 0.236 · cross-district

#9 · Chandrapurcell 4730007612

distance 0.242

#10 · Yavatmalcell 5000006352

distance 0.243 · cross-district

#11 · Wardhacell 4980000841

distance 0.243 · cross-district

#12 · Nagpurcell 4840000816

distance 0.245 · cross-district

#13 · Chandrapurcell 4730008051

distance 0.249

#14 · Nagpurcell 4840000653

distance 0.249 · cross-district

#15 · Gadchirolicell 4750010382

distance 0.25 · cross-district

#16 · Chandrapurcell 4730003587

distance 0.252

#17 · Wardhacell 4980001285

distance 0.252 · cross-district

#18 · Chandrapurcell 4730003826

distance 0.253

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":4730008448}}}'

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.