Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005621

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004490

distance 0.185

#2 · Parbhanicell 4890004837

distance 0.187 · cross-district

#3 · Parbhanicell 4890001333

distance 0.189 · cross-district

#4 · Akolacell 4670000803

distance 0.193 · cross-district

#5 · Buldhanacell 4720000350

distance 0.194 · cross-district

#6 · Solapurcell 4960006956

distance 0.196 · cross-district

#7 · Beedcell 4700005619

distance 0.197

#8 · Amravaticell 4680006761

distance 0.203 · cross-district

#9 · Beedcell 4700006434

distance 0.203

#10 · Parbhanicell 4890002153

distance 0.204 · cross-district

#11 · Buldhanacell 4720001468

distance 0.206 · cross-district

#12 · Jalgaoncell 4780000324

distance 0.206 · cross-district

#13 · Akolacell 4670000187

distance 0.207 · cross-district

#14 · Solapurcell 4960001451

distance 0.208 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000979

distance 0.208 · cross-district

#16 · Beedcell 4700003619

distance 0.209

#17 · Akolacell 4670000482

distance 0.209 · cross-district

#18 · Parbhanicell 4890000572

distance 0.212 · 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":4700005621}}}'

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.