Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002225

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002151

distance 0.137

#2 · Yavatmalcell 5000001769

distance 0.145 · cross-district

#3 · Yavatmalcell 5000002738

distance 0.173 · cross-district

#4 · Chandrapurcell 4730001754

distance 0.189

#5 · Chandrapurcell 4730001994

distance 0.194

#6 · Yavatmalcell 5000001768

distance 0.197 · cross-district

#7 · Yavatmalcell 5000002904

distance 0.198 · cross-district

#8 · Chandrapurcell 4730002690

distance 0.199

#9 · Yavatmalcell 5000005811

distance 0.199 · cross-district

#10 · Yavatmalcell 5000002205

distance 0.203 · cross-district

#11 · Hingolicell 4770000321

distance 0.205 · cross-district

#12 · Parbhanicell 4890001867

distance 0.205 · cross-district

#13 · Chandrapurcell 4730002302

distance 0.205

#14 · Nagpurcell 4840006672

distance 0.206 · cross-district

#15 · Yavatmalcell 5000007443

distance 0.209 · cross-district

#16 · Yavatmalcell 5000004095

distance 0.213 · cross-district

#17 · Yavatmalcell 5000002437

distance 0.215 · cross-district

#18 · Nandedcell 4850000899

distance 0.217 · 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":4730002225}}}'

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.