Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002075

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005333

distance 0.152 · cross-district

#2 · Chandrapurcell 4730004225

distance 0.165

#3 · Chandrapurcell 4730001481

distance 0.166

#4 · Chandrapurcell 4730004227

distance 0.166

#5 · Yavatmalcell 5000001669

distance 0.172 · cross-district

#6 · Chandrapurcell 4730004137

distance 0.184

#7 · Parbhanicell 4890001849

distance 0.192 · cross-district

#8 · Yavatmalcell 5000001600

distance 0.193 · cross-district

#9 · Parbhanicell 4890002174

distance 0.194 · cross-district

#10 · Nandedcell 4850002694

distance 0.195 · cross-district

#11 · Nagpurcell 4840006809

distance 0.198 · cross-district

#12 · Parbhanicell 4890001694

distance 0.2 · cross-district

#13 · Yavatmalcell 5000004289

distance 0.202 · cross-district

#14 · Chandrapurcell 4730001290

distance 0.202

#15 · Yavatmalcell 5000002477

distance 0.202 · cross-district

#16 · Akolacell 4670001278

distance 0.203 · cross-district

#17 · Parbhanicell 4890003082

distance 0.206 · cross-district

#18 · Chandrapurcell 4730003682

distance 0.206

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":4730002075}}}'

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.