Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008530

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003290

distance 0.17 · cross-district

#2 · Jalnacell 4790000970

distance 0.173 · cross-district

#3 · Beedcell 4700008074

distance 0.176

#4 · Solapurcell 4960007208

distance 0.181 · cross-district

#5 · Buldhanacell 4720000141

distance 0.183 · cross-district

#6 · Beedcell 4700008715

distance 0.183

#7 · Solapurcell 4960005322

distance 0.184 · cross-district

#8 · Nandedcell 4850000800

distance 0.189 · cross-district

#9 · Solapurcell 4960005021

distance 0.191 · cross-district

#10 · Solapurcell 4960003827

distance 0.192 · cross-district

#11 · Solapurcell 4960005328

distance 0.193 · cross-district

#12 · Nandedcell 4850002199

distance 0.194 · cross-district

#13 · Buldhanacell 4720000210

distance 0.195 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005585

distance 0.197 · cross-district

#15 · Nandedcell 4850004251

distance 0.198 · cross-district

#16 · Nandedcell 4850000437

distance 0.198 · cross-district

#17 · Jalnacell 4790001252

distance 0.198 · cross-district

#18 · Jalnacell 4790000157

distance 0.199 · 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":4700008530}}}'

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.