Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003800

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000494

distance 0.16 · cross-district

#2 · Washimcell 4990000667

distance 0.163 · cross-district

#3 · Washimcell 4990003855

distance 0.163 · cross-district

#4 · Dharashivcell 4880005575

distance 0.197 · cross-district

#5 · Beedcell 4700004151

distance 0.197

#6 · Akolacell 4670001180

distance 0.205 · cross-district

#7 · Beedcell 4700003630

distance 0.206

#8 · Yavatmalcell 5000010910

distance 0.207 · cross-district

#9 · Dharashivcell 4880000327

distance 0.207 · cross-district

#10 · Washimcell 4990003946

distance 0.21 · cross-district

#11 · Beedcell 4700000531

distance 0.211

#12 · Nandedcell 4850002285

distance 0.214 · cross-district

#13 · Akolacell 4670000818

distance 0.216 · cross-district

#14 · Dharashivcell 4880000990

distance 0.217 · cross-district

#15 · Buldhanacell 4720001240

distance 0.217 · cross-district

#16 · Amravaticell 4680000817

distance 0.217 · cross-district

#17 · Jalnacell 4790000375

distance 0.219 · cross-district

#18 · Beedcell 4700000585

distance 0.219

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":4700003800}}}'

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.