Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000577

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002537

distance 0.221

#2 · Nagpurcell 4840006122

distance 0.23

#3 · Yavatmalcell 5000006357

distance 0.233 · cross-district

#4 · Nagpurcell 4840003686

distance 0.24

#5 · Chandrapurcell 4730004591

distance 0.243 · cross-district

#6 · Bhandaracell 4710000082

distance 0.245 · cross-district

#7 · Nagpurcell 4840000365

distance 0.248

#8 · Gadchirolicell 4750005504

distance 0.248 · cross-district

#9 · Wardhacell 4980001951

distance 0.253 · cross-district

#10 · Yavatmalcell 5000006597

distance 0.253 · cross-district

#11 · Bhandaracell 4710003252

distance 0.256 · cross-district

#12 · Chandrapurcell 4730005890

distance 0.256 · cross-district

#13 · Nagpurcell 4840003806

distance 0.258

#14 · Yavatmalcell 5000004083

distance 0.259 · cross-district

#15 · Nagpurcell 4840002948

distance 0.26

#16 · Chandrapurcell 4730002807

distance 0.26 · cross-district

#17 · Bhandaracell 4710001508

distance 0.261 · cross-district

#18 · Nagpurcell 4840005091

distance 0.262

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":4840000577}}}'

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.