Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000111

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000153

distance 0.14

#2 · Nagpurcell 4840005987

distance 0.191

#3 · Wardhacell 4980000067

distance 0.2 · cross-district

#4 · Gadchirolicell 4750010663

distance 0.202 · cross-district

#5 · Nagpurcell 4840002251

distance 0.203

#6 · Chandrapurcell 4730009530

distance 0.206 · cross-district

#7 · Chandrapurcell 4730009136

distance 0.207 · cross-district

#8 · Nagpurcell 4840005727

distance 0.214

#9 · Gadchirolicell 4750011723

distance 0.219 · cross-district

#10 · Chandrapurcell 4730009689

distance 0.221 · cross-district

#11 · Nagpurcell 4840003519

distance 0.229

#12 · Gadchirolicell 4750011314

distance 0.229 · cross-district

#13 · Gondiacell 4760001044

distance 0.23 · cross-district

#14 · Yavatmalcell 5000007138

distance 0.231 · cross-district

#15 · Wardhacell 4980000072

distance 0.238 · cross-district

#16 · Nagpurcell 4840002637

distance 0.238

#17 · Nagpurcell 4840000323

distance 0.238

#18 · Wardhacell 4980000723

distance 0.239 · 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":4840000111}}}'

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.