Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003093

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000609

distance 0.206 · cross-district

#2 · Chandrapurcell 4730007355

distance 0.212

#3 · Yavatmalcell 5000010809

distance 0.212 · cross-district

#4 · Chandrapurcell 4730003836

distance 0.217

#5 · Gadchirolicell 4750011242

distance 0.227 · cross-district

#6 · Yavatmalcell 5000009970

distance 0.228 · cross-district

#7 · Yavatmalcell 5000001618

distance 0.23 · cross-district

#8 · Chandrapurcell 4730004310

distance 0.233

#9 · Chandrapurcell 4730003023

distance 0.235

#10 · Chandrapurcell 4730005467

distance 0.237

#11 · Bhandaracell 4710000688

distance 0.239 · cross-district

#12 · Gadchirolicell 4750008042

distance 0.242 · cross-district

#13 · Yavatmalcell 5000011426

distance 0.244 · cross-district

#14 · Yavatmalcell 5000010078

distance 0.244 · cross-district

#15 · Yavatmalcell 5000010567

distance 0.251 · cross-district

#16 · Gadchirolicell 4750010307

distance 0.253 · cross-district

#17 · Yavatmalcell 5000002234

distance 0.254 · cross-district

#18 · Yavatmalcell 5000011268

distance 0.255 · 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":4730003093}}}'

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.