Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003106

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004668

distance 0.164

#2 · Akolacell 4670000430

distance 0.172 · cross-district

#3 · Akolacell 4670000348

distance 0.172 · cross-district

#4 · Beedcell 4700004619

distance 0.179

#5 · Beedcell 4700000269

distance 0.18

#6 · Nandedcell 4850000538

distance 0.19 · cross-district

#7 · Washimcell 4990000265

distance 0.191 · cross-district

#8 · Nandedcell 4850000805

distance 0.193 · cross-district

#9 · Beedcell 4700000585

distance 0.193

#10 · Akolacell 4670000335

distance 0.194 · cross-district

#11 · Buldhanacell 4720000356

distance 0.195 · cross-district

#12 · Amravaticell 4680001227

distance 0.198 · cross-district

#13 · Beedcell 4700000589

distance 0.204

#14 · Beedcell 4700005272

distance 0.204

#15 · Jalnacell 4790001781

distance 0.205 · cross-district

#16 · Parbhanicell 4890000358

distance 0.205 · cross-district

#17 · Beedcell 4700001331

distance 0.205

#18 · Washimcell 4990000147

distance 0.206 · 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":4700003106}}}'

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.