Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006442

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007236

distance 0.153

#2 · Chandrapurcell 4730007232

distance 0.184

#3 · Chandrapurcell 4730006890

distance 0.197

#4 · Chandrapurcell 4730006209

distance 0.209

#5 · Chandrapurcell 4730007117

distance 0.212

#6 · Gadchirolicell 4750003158

distance 0.212 · cross-district

#7 · Yavatmalcell 5000006635

distance 0.223 · cross-district

#8 · Chandrapurcell 4730007121

distance 0.225

#9 · Chandrapurcell 4730006654

distance 0.225

#10 · Gondiacell 4760000273

distance 0.225 · cross-district

#11 · Chandrapurcell 4730007119

distance 0.226

#12 · Gadchirolicell 4750009990

distance 0.227 · cross-district

#13 · Chandrapurcell 4730009316

distance 0.228

#14 · Jalgaoncell 4780001187

distance 0.229 · cross-district

#15 · Gadchirolicell 4750011110

distance 0.23 · cross-district

#16 · Gadchirolicell 4750011182

distance 0.234 · cross-district

#17 · Gadchirolicell 4750010898

distance 0.234 · cross-district

#18 · Chandrapurcell 4730007459

distance 0.235

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":4730006442}}}'

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.