Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007715

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007935

distance 0.137

#2 · Gadchirolicell 4750010312

distance 0.169 · cross-district

#3 · Gadchirolicell 4750010189

distance 0.191 · cross-district

#4 · Gadchirolicell 4750011095

distance 0.195 · cross-district

#5 · Gadchirolicell 4750011668

distance 0.199 · cross-district

#6 · Chandrapurcell 4730008731

distance 0.2

#7 · Gadchirolicell 4750010899

distance 0.223 · cross-district

#8 · Gadchirolicell 4750010252

distance 0.233 · cross-district

#9 · Gadchirolicell 4750011669

distance 0.234 · cross-district

#10 · Bhandaracell 4710001565

distance 0.235 · cross-district

#11 · Chandrapurcell 4730008469

distance 0.237

#12 · Nagpurcell 4840005880

distance 0.242 · cross-district

#13 · Chandrapurcell 4730008122

distance 0.242

#14 · Chandrapurcell 4730009372

distance 0.243

#15 · Bhandaracell 4710001419

distance 0.245 · cross-district

#16 · Chandrapurcell 4730007461

distance 0.245

#17 · Gadchirolicell 4750011574

distance 0.246 · cross-district

#18 · Gondiacell 4760000930

distance 0.248 · 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":4730007715}}}'

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.