Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840005421

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004344

distance 0.178

#2 · Nagpurcell 4840005312

distance 0.223

#3 · Nagpurcell 4840003822

distance 0.23

#4 · Nagpurcell 4840006176

distance 0.232

#5 · Nagpurcell 4840005182

distance 0.233

#6 · Nagpurcell 4840003832

distance 0.238

#7 · Nagpurcell 4840004690

distance 0.244

#8 · Nagpurcell 4840004923

distance 0.255

#9 · Nagpurcell 4840005683

distance 0.26

#10 · Nagpurcell 4840005170

distance 0.26

#11 · Nagpurcell 4840005313

distance 0.26

#12 · Nagpurcell 4840004452

distance 0.266

#13 · Parbhanicell 4890003764

distance 0.269 · cross-district

#14 · Solapurcell 4960001085

distance 0.27 · cross-district

#15 · Nagpurcell 4840005815

distance 0.27

#16 · Nagpurcell 4840004359

distance 0.273

#17 · Nagpurcell 4840006059

distance 0.276

#18 · Parbhanicell 4890004724

distance 0.277 · 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":4840005421}}}'

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.