Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840003821

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003820

distance 0.205

#2 · Nagpurcell 4840003350

distance 0.242

#3 · Nagpurcell 4840004160

distance 0.247

#4 · Nagpurcell 4840003360

distance 0.25

#5 · Wardhacell 4980005317

distance 0.251 · cross-district

#6 · Nagpurcell 4840003452

distance 0.252

#7 · Nagpurcell 4840004159

distance 0.253

#8 · Yavatmalcell 5000007632

distance 0.255 · cross-district

#9 · Nagpurcell 4840002982

distance 0.261

#10 · Nagpurcell 4840002891

distance 0.262

#11 · Wardhacell 4980004881

distance 0.266 · cross-district

#12 · Nagpurcell 4840004232

distance 0.267

#13 · Wardhacell 4980003566

distance 0.269 · cross-district

#14 · Nagpurcell 4840003560

distance 0.274

#15 · Nagpurcell 4840004050

distance 0.275

#16 · Nagpurcell 4840003367

distance 0.282

#17 · Chhatrapati Sambhajinagarcell 4690004822

distance 0.284 · cross-district

#18 · Nagpurcell 4840004357

distance 0.286

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":4840003821}}}'

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.