Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004486

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003627

distance 0.115

#2 · Beedcell 4700004829

distance 0.131

#3 · Dharashivcell 4880003862

distance 0.14 · cross-district

#4 · Solapurcell 4960004452

distance 0.146 · cross-district

#5 · Solapurcell 4960004097

distance 0.154 · cross-district

#6 · Dharashivcell 4880002727

distance 0.162 · cross-district

#7 · Amravaticell 4680001379

distance 0.165 · cross-district

#8 · Amravaticell 4680006904

distance 0.166 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002475

distance 0.167 · cross-district

#10 · Amravaticell 4680002288

distance 0.169 · cross-district

#11 · Solapurcell 4960010663

distance 0.169 · cross-district

#12 · Yavatmalcell 5000003962

distance 0.171 · cross-district

#13 · Beedcell 4700005273

distance 0.171

#14 · Solapurcell 4960010795

distance 0.172 · cross-district

#15 · Laturcell 4810004561

distance 0.172 · cross-district

#16 · Solapurcell 4960005159

distance 0.173 · cross-district

#17 · Solapurcell 4960011100

distance 0.174 · cross-district

#18 · Beedcell 4700004836

distance 0.174

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":4700004486}}}'

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.