Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840003721

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005013

distance 0.175

#2 · Nagpurcell 4840005525

distance 0.189

#3 · Nagpurcell 4840004438

distance 0.209

#4 · Nagpurcell 4840006060

distance 0.213

#5 · Nagpurcell 4840005655

distance 0.217

#6 · Nagpurcell 4840005396

distance 0.22

#7 · Nagpurcell 4840005268

distance 0.227

#8 · Nagpurcell 4840005524

distance 0.231

#9 · Wardhacell 4980005198

distance 0.234 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005608

distance 0.237 · cross-district

#11 · Wardhacell 4980004806

distance 0.24 · cross-district

#12 · Nagpurcell 4840004116

distance 0.24

#13 · Nagpurcell 4840005523

distance 0.241

#14 · Nagpurcell 4840005394

distance 0.241

#15 · Nagpurcell 4840005649

distance 0.242

#16 · Amravaticell 4680001313

distance 0.243 · cross-district

#17 · Wardhacell 4980004762

distance 0.247 · cross-district

#18 · Wardhacell 4980004858

distance 0.249 · 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":4840003721}}}'

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.