Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840006421

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006741

distance 0.142

#2 · Nagpurcell 4840006645

distance 0.171

#3 · Amravaticell 4680008815

distance 0.182 · cross-district

#4 · Amravaticell 4680008086

distance 0.184 · cross-district

#5 · Amravaticell 4680009477

distance 0.192 · cross-district

#6 · Nagpurcell 4840006644

distance 0.194

#7 · Nagpurcell 4840006535

distance 0.197

#8 · Amravaticell 4680008527

distance 0.224 · cross-district

#9 · Nagpurcell 4840006952

distance 0.226

#10 · Beedcell 4700007305

distance 0.232 · cross-district

#11 · Parbhanicell 4890000542

distance 0.234 · cross-district

#12 · Beedcell 4700006733

distance 0.236 · cross-district

#13 · Nagpurcell 4840006846

distance 0.237

#14 · Nagpurcell 4840007058

distance 0.242

#15 · Nandedcell 4850008938

distance 0.243 · cross-district

#16 · Nagpurcell 4840007651

distance 0.245

#17 · Beedcell 4700007206

distance 0.247 · cross-district

#18 · Nandedcell 4850008709

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":484,"cluster_id":4840006421}}}'

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.