Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003645

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002999

distance 0.158

#2 · Chandrapurcell 4730003795

distance 0.163

#3 · Chandrapurcell 4730003219

distance 0.189

#4 · Chandrapurcell 4730002921

distance 0.197

#5 · Chandrapurcell 4730003343

distance 0.209

#6 · Amravaticell 4680001371

distance 0.211 · cross-district

#7 · Akolacell 4670001379

distance 0.215 · cross-district

#8 · Chandrapurcell 4730003903

distance 0.216

#9 · Amravaticell 4680001957

distance 0.221 · cross-district

#10 · Amravaticell 4680003377

distance 0.224 · cross-district

#11 · Jalgaoncell 4780004073

distance 0.227 · cross-district

#12 · Amravaticell 4680003681

distance 0.228 · cross-district

#13 · Nagpurcell 4840001011

distance 0.228 · cross-district

#14 · Amravaticell 4680001444

distance 0.228 · cross-district

#15 · Amravaticell 4680003185

distance 0.228 · cross-district

#16 · Gadchirolicell 4750007487

distance 0.229 · cross-district

#17 · Solapurcell 4960011627

distance 0.231 · cross-district

#18 · Chandrapurcell 4730003793

distance 0.233

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":4730003645}}}'

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.