Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008711

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008472

distance 0.188

#2 · Nandedcell 4850008002

distance 0.191

#3 · Amravaticell 4680008906

distance 0.195 · cross-district

#4 · Nandedcell 4850008026

distance 0.204

#5 · Nagpurcell 4840007720

distance 0.214 · cross-district

#6 · Nandedcell 4850008653

distance 0.214

#7 · Nagpurcell 4840007782

distance 0.214 · cross-district

#8 · Beedcell 4700007767

distance 0.223 · cross-district

#9 · Nagpurcell 4840006856

distance 0.225 · cross-district

#10 · Nandedcell 4850008079

distance 0.23

#11 · Nandedcell 4850008794

distance 0.231

#12 · Nagpurcell 4840006409

distance 0.233 · cross-district

#13 · Beedcell 4700006183

distance 0.235 · cross-district

#14 · Nandedcell 4850007379

distance 0.236

#15 · Parbhanicell 4890002888

distance 0.236 · cross-district

#16 · Parbhanicell 4890002477

distance 0.241 · cross-district

#17 · Beedcell 4700006160

distance 0.244 · cross-district

#18 · Yavatmalcell 5000000939

distance 0.245 · 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":485,"cluster_id":4850008711}}}'

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.