Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007676

The MH-36 locality cells most similar to this Beed 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007878

distance 0.163

#2 · Dharashivcell 4880006061

distance 0.179 · cross-district

#3 · Nandedcell 4850004662

distance 0.188 · cross-district

#4 · Dharashivcell 4880003713

distance 0.188 · cross-district

#5 · Parbhanicell 4890000185

distance 0.19 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690007485

distance 0.196 · cross-district

#7 · Nandedcell 4850002765

distance 0.206 · cross-district

#8 · Laturcell 4810000897

distance 0.209 · cross-district

#9 · Yavatmalcell 5000006414

distance 0.212 · cross-district

#10 · Beedcell 4700005240

distance 0.22

#11 · Nandedcell 4850004589

distance 0.22 · cross-district

#12 · Laturcell 4810002402

distance 0.222 · cross-district

#13 · Beedcell 4700004118

distance 0.229

#14 · Nandedcell 4850002768

distance 0.232 · cross-district

#15 · Beedcell 4700001041

distance 0.232

#16 · Dharashivcell 4880003144

distance 0.233 · cross-district

#17 · Nandedcell 4850002770

distance 0.237 · cross-district

#18 · Beedcell 4700008613

distance 0.237

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":470,"cluster_id":4700007676}}}'

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.