Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002453

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001153

distance 0.194

#2 · Chandrapurcell 4730000827

distance 0.212

#3 · Chandrapurcell 4730002044

distance 0.218

#4 · Chandrapurcell 4730002322

distance 0.228

#5 · Nagpurcell 4840001082

distance 0.23 · cross-district

#6 · Bhandaracell 4710001475

distance 0.232 · cross-district

#7 · Gadchirolicell 4750007477

distance 0.234 · cross-district

#8 · Nagpurcell 4840006382

distance 0.235 · cross-district

#9 · Nagpurcell 4840006141

distance 0.236 · cross-district

#10 · Gadchirolicell 4750009735

distance 0.239 · cross-district

#11 · Chandrapurcell 4730002113

distance 0.24

#12 · Bhandaracell 4710001468

distance 0.242 · cross-district

#13 · Nagpurcell 4840001367

distance 0.246 · cross-district

#14 · Chandrapurcell 4730000241

distance 0.249

#15 · Nagpurcell 4840001452

distance 0.254 · cross-district

#16 · Gadchirolicell 4750007423

distance 0.255 · cross-district

#17 · Nagpurcell 4840001361

distance 0.257 · cross-district

#18 · Jalgaoncell 4780005757

distance 0.259 · 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":4730002453}}}'

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.