Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003114

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003474

distance 0.295 · cross-district

#2 · Nagpurcell 4840004172

distance 0.308 · cross-district

#3 · Akolacell 4670002155

distance 0.323 · cross-district

#4 · Chandrapurcell 4730003181

distance 0.324

#5 · Nagpurcell 4840003473

distance 0.329 · cross-district

#6 · Nagpurcell 4840003383

distance 0.344 · cross-district

#7 · Nandedcell 4850004995

distance 0.367 · cross-district

#8 · Nagpurcell 4840003381

distance 0.37 · cross-district

#9 · Laturcell 4810003165

distance 0.37 · cross-district

#10 · Solapurcell 4960005359

distance 0.375 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003005

distance 0.392 · cross-district

#12 · Nagpurcell 4840003289

distance 0.392 · cross-district

#13 · Nagpurcell 4840004070

distance 0.396 · cross-district

#14 · Nagpurcell 4840004503

distance 0.406 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003002

distance 0.414 · cross-district

#16 · Nagpurcell 4840003860

distance 0.418 · cross-district

#17 · Nandedcell 4850005063

distance 0.422 · cross-district

#18 · Nagpurcell 4840003384

distance 0.426 · 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":4730003114}}}'

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.