Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001633

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 4 distinct districts

Index confidence

0.91

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 · Dharashivcell 4880002398

distance 0.163 · cross-district

#2 · Dharashivcell 4880004361

distance 0.165 · cross-district

#3 · Beedcell 4700000302

distance 0.173

#4 · Beedcell 4700000404

distance 0.177

#5 · Solapurcell 4960010945

distance 0.181 · cross-district

#6 · Beedcell 4700006941

distance 0.183

#7 · Beedcell 4700004493

distance 0.185

#8 · Beedcell 4700004663

distance 0.185

#9 · Beedcell 4700001204

distance 0.185

#10 · Solapurcell 4960000940

distance 0.185 · cross-district

#11 · Dharashivcell 4880000321

distance 0.189 · cross-district

#12 · Solapurcell 4960011527

distance 0.189 · cross-district

#13 · Beedcell 4700004140

distance 0.19

#14 · Solapurcell 4960001449

distance 0.191 · cross-district

#15 · Buldhanacell 4720006556

distance 0.193 · cross-district

#16 · Beedcell 4700000309

distance 0.194

#17 · Buldhanacell 4720002716

distance 0.194 · cross-district

#18 · Beedcell 4700000301

distance 0.194

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":4700001633}}}'

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.