Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008287

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003517

distance 0.193

#2 · Chandrapurcell 4730007627

distance 0.193

#3 · Wardhacell 4980000885

distance 0.218 · cross-district

#4 · Bhandaracell 4710001024

distance 0.219 · cross-district

#5 · Chandrapurcell 4730003515

distance 0.225

#6 · Chandrapurcell 4730005890

distance 0.227

#7 · Gadchirolicell 4750010577

distance 0.229 · cross-district

#8 · Gadchirolicell 4750009154

distance 0.232 · cross-district

#9 · Wardhacell 4980003049

distance 0.234 · cross-district

#10 · Chandrapurcell 4730005675

distance 0.239

#11 · Chandrapurcell 4730003939

distance 0.24

#12 · Gadchirolicell 4750011048

distance 0.241 · cross-district

#13 · Bhandaracell 4710000568

distance 0.243 · cross-district

#14 · Gadchirolicell 4750007828

distance 0.245 · cross-district

#15 · Chandrapurcell 4730008359

distance 0.248

#16 · Gadchirolicell 4750009327

distance 0.249 · cross-district

#17 · Gondiacell 4760000508

distance 0.253 · cross-district

#18 · Chandrapurcell 4730008006

distance 0.255

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":4730008287}}}'

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.