Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007148

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000735

distance 0.156 · cross-district

#2 · Solapurcell 4960001667

distance 0.161 · cross-district

#3 · Solapurcell 4960002387

distance 0.162 · cross-district

#4 · Dharashivcell 4880000813

distance 0.178 · cross-district

#5 · Washimcell 4990003947

distance 0.178 · cross-district

#6 · Washimcell 4990003862

distance 0.184 · cross-district

#7 · Buldhanacell 4720005752

distance 0.187 · cross-district

#8 · Dharashivcell 4880000878

distance 0.191 · cross-district

#9 · Dharashivcell 4880004803

distance 0.192 · cross-district

#10 · Buldhanacell 4720006063

distance 0.193 · cross-district

#11 · Solapurcell 4960004868

distance 0.194 · cross-district

#12 · Amravaticell 4680000860

distance 0.196 · cross-district

#13 · Beedcell 4700001461

distance 0.202

#14 · Solapurcell 4960001114

distance 0.204 · cross-district

#15 · Laturcell 4810000539

distance 0.205 · cross-district

#16 · Solapurcell 4960000322

distance 0.206 · cross-district

#17 · Akolacell 4670001293

distance 0.207 · cross-district

#18 · Beedcell 4700008001

distance 0.208

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":4700007148}}}'

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.