Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000695

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001193

distance 0.168

#2 · Dharashivcell 4880001805

distance 0.17 · cross-district

#3 · Solapurcell 4960001756

distance 0.182 · cross-district

#4 · Beedcell 4700007152

distance 0.184

#5 · Beedcell 4700005716

distance 0.187

#6 · Parbhanicell 4890004754

distance 0.188 · cross-district

#7 · Parbhanicell 4890005063

distance 0.189 · cross-district

#8 · Buldhanacell 4720003640

distance 0.19 · cross-district

#9 · Dharashivcell 4880004729

distance 0.191 · cross-district

#10 · Dharashivcell 4880001719

distance 0.192 · cross-district

#11 · Dharashivcell 4880002697

distance 0.192 · cross-district

#12 · Beedcell 4700000891

distance 0.193

#13 · Beedcell 4700000587

distance 0.193

#14 · Laturcell 4810000916

distance 0.194 · cross-district

#15 · Dharashivcell 4880000607

distance 0.196 · cross-district

#16 · Beedcell 4700005873

distance 0.197

#17 · Dharashivcell 4880004709

distance 0.197 · cross-district

#18 · Dharashivcell 4880001709

distance 0.201 · 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":470,"cluster_id":4700000695}}}'

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.