Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001649

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004490

distance 0.18

#2 · Beedcell 4700004946

distance 0.181

#3 · Buldhanacell 4720002317

distance 0.189 · cross-district

#4 · Beedcell 4700001934

distance 0.189

#5 · Akolacell 4670000482

distance 0.2 · cross-district

#6 · Buldhanacell 4720002500

distance 0.201 · cross-district

#7 · Beedcell 4700004144

distance 0.203

#8 · Dharashivcell 4880004540

distance 0.203 · cross-district

#9 · Buldhanacell 4720000201

distance 0.204 · cross-district

#10 · Beedcell 4700003455

distance 0.205

#11 · Dharashivcell 4880004615

distance 0.207 · cross-district

#12 · Akolacell 4670000250

distance 0.209 · cross-district

#13 · Washimcell 4990000488

distance 0.216 · cross-district

#14 · Beedcell 4700003454

distance 0.218

#15 · Akolacell 4670000238

distance 0.218 · cross-district

#16 · Solapurcell 4960006696

distance 0.219 · cross-district

#17 · Dharashivcell 4880000067

distance 0.22 · cross-district

#18 · Beedcell 4700008362

distance 0.221

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":4700001649}}}'

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.