Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009136

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 4730009689

distance 0.193

#2 · Nagpurcell 4840000111

distance 0.207 · cross-district

#3 · Gondiacell 4760001044

distance 0.221 · cross-district

#4 · Chandrapurcell 4730008088

distance 0.229

#5 · Chandrapurcell 4730009376

distance 0.233

#6 · Gadchirolicell 4750010517

distance 0.233 · cross-district

#7 · Chandrapurcell 4730009138

distance 0.234

#8 · Chandrapurcell 4730004585

distance 0.238

#9 · Nagpurcell 4840000153

distance 0.243 · cross-district

#10 · Yavatmalcell 5000007428

distance 0.244 · cross-district

#11 · Chandrapurcell 4730008730

distance 0.244

#12 · Chandrapurcell 4730009530

distance 0.244

#13 · Gadchirolicell 4750009927

distance 0.252 · cross-district

#14 · Chandrapurcell 4730009095

distance 0.252

#15 · Chandrapurcell 4730004860

distance 0.254

#16 · Gadchirolicell 4750009861

distance 0.255 · cross-district

#17 · Gadchirolicell 4750011314

distance 0.258 · cross-district

#18 · Chandrapurcell 4730007343

distance 0.259

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":4730009136}}}'

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.