Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008752

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008022

distance 0.172 · cross-district

#2 · Nandedcell 4850008836

distance 0.181

#3 · Nandedcell 4850008759

distance 0.182

#4 · Nandedcell 4850008123

distance 0.185

#5 · Nandedcell 4850008898

distance 0.205

#6 · Beedcell 4700007861

distance 0.212 · cross-district

#7 · Buldhanacell 4720002152

distance 0.216 · cross-district

#8 · Nandedcell 4850007159

distance 0.22

#9 · Nandedcell 4850008922

distance 0.222

#10 · Parbhanicell 4890002092

distance 0.222 · cross-district

#11 · Parbhanicell 4890003051

distance 0.226 · cross-district

#12 · Beedcell 4700006101

distance 0.227 · cross-district

#13 · Beedcell 4700007034

distance 0.228 · cross-district

#14 · Beedcell 4700006515

distance 0.229 · cross-district

#15 · Parbhanicell 4890002713

distance 0.23 · cross-district

#16 · Parbhanicell 4890003203

distance 0.23 · cross-district

#17 · Nandedcell 4850008116

distance 0.231

#18 · Beedcell 4700008703

distance 0.232 · 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":4850008752}}}'

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.