Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840004821

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 3 distinct districts

Index confidence

0.94

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 4840005193

distance 0.14

#2 · Nagpurcell 4840004156

distance 0.144

#3 · Nagpurcell 4840004264

distance 0.148

#4 · Wardhacell 4980002001

distance 0.158 · cross-district

#5 · Nagpurcell 4840004702

distance 0.161

#6 · Wardhacell 4980002710

distance 0.163 · cross-district

#7 · Wardhacell 4980001445

distance 0.167 · cross-district

#8 · Wardhacell 4980000129

distance 0.169 · cross-district

#9 · Nagpurcell 4840002615

distance 0.17

#10 · Wardhacell 4980002924

distance 0.172 · cross-district

#11 · Nagpurcell 4840005197

distance 0.174

#12 · Nagpurcell 4840002614

distance 0.177

#13 · Wardhacell 4980001637

distance 0.183 · cross-district

#14 · Nagpurcell 4840006219

distance 0.184

#15 · Nagpurcell 4840003752

distance 0.184

#16 · Gadchirolicell 4750010914

distance 0.184 · cross-district

#17 · Nagpurcell 4840004939

distance 0.185

#18 · Nagpurcell 4840003366

distance 0.188

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":4840004821}}}'

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.