Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002364

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002226

distance 0.179

#2 · Akolacell 4670000638

distance 0.184 · cross-district

#3 · Nagpurcell 4840000618

distance 0.196 · cross-district

#4 · Yavatmalcell 5000004464

distance 0.2 · cross-district

#5 · Jalgaoncell 4780005264

distance 0.201 · cross-district

#6 · Nagpurcell 4840001298

distance 0.202 · cross-district

#7 · Chandrapurcell 4730001504

distance 0.21

#8 · Chandrapurcell 4730001428

distance 0.211

#9 · Washimcell 4990003662

distance 0.212 · cross-district

#10 · Akolacell 4670000794

distance 0.217 · cross-district

#11 · Chandrapurcell 4730000967

distance 0.217

#12 · Akolacell 4670001022

distance 0.221 · cross-district

#13 · Chandrapurcell 4730002182

distance 0.224

#14 · Gadchirolicell 4750006919

distance 0.225 · cross-district

#15 · Chandrapurcell 4730002159

distance 0.225

#16 · Nandedcell 4850002384

distance 0.226 · cross-district

#17 · Yavatmalcell 5000006352

distance 0.226 · cross-district

#18 · Akolacell 4670000574

distance 0.226 · 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":4730002364}}}'

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.