Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002690

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002151

distance 0.147

#2 · Chandrapurcell 4730002302

distance 0.161

#3 · Chandrapurcell 4730002225

distance 0.199

#4 · Chandrapurcell 4730002686

distance 0.213

#5 · Chandrapurcell 4730002497

distance 0.229

#6 · Yavatmalcell 5000002205

distance 0.23 · cross-district

#7 · Yavatmalcell 5000002437

distance 0.234 · cross-district

#8 · Chandrapurcell 4730001768

distance 0.239

#9 · Nandedcell 4850001652

distance 0.24 · cross-district

#10 · Gadchirolicell 4750005982

distance 0.24 · cross-district

#11 · Chandrapurcell 4730001608

distance 0.243

#12 · Chandrapurcell 4730004721

distance 0.244

#13 · Yavatmalcell 5000002904

distance 0.249 · cross-district

#14 · Nandedcell 4850003618

distance 0.254 · cross-district

#15 · Parbhanicell 4890002297

distance 0.254 · cross-district

#16 · Gadchirolicell 4750005980

distance 0.257 · cross-district

#17 · Chandrapurcell 4730001510

distance 0.259

#18 · Chandrapurcell 4730001829

distance 0.264

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":4730002690}}}'

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.