Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009631

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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000144

distance 0.081 · cross-district

#2 · Nagpurcell 4840000237

distance 0.146 · cross-district

#3 · Bhandaracell 4710001372

distance 0.176 · cross-district

#4 · Chandrapurcell 4730009373

distance 0.177

#5 · Gondiacell 4760001151

distance 0.177 · cross-district

#6 · Bhandaracell 4710003504

distance 0.18 · cross-district

#7 · Chandrapurcell 4730007820

distance 0.181

#8 · Bhandaracell 4710000885

distance 0.19 · cross-district

#9 · Gondiacell 4760000920

distance 0.192 · cross-district

#10 · Nagpurcell 4840005769

distance 0.197 · cross-district

#11 · Bhandaracell 4710001120

distance 0.2 · cross-district

#12 · Gondiacell 4760000208

distance 0.206 · cross-district

#13 · Gadchirolicell 4750011720

distance 0.21 · cross-district

#14 · Gadchirolicell 4750012293

distance 0.212 · cross-district

#15 · Chandrapurcell 4730009733

distance 0.213

#16 · Gadchirolicell 4750011374

distance 0.215 · cross-district

#17 · Gadchirolicell 4750011719

distance 0.217 · cross-district

#18 · Gondiacell 4760000983

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":4730009631}}}'

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.