Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003799

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010048

distance 0.128 · cross-district

#2 · Beedcell 4700000133

distance 0.136

#3 · Beedcell 4700005324

distance 0.14

#4 · Beedcell 4700008182

distance 0.153

#5 · Nandedcell 4850002559

distance 0.158 · cross-district

#6 · Washimcell 4990003219

distance 0.161 · cross-district

#7 · Dharashivcell 4880006006

distance 0.166 · cross-district

#8 · Washimcell 4990004186

distance 0.171 · cross-district

#9 · Washimcell 4990003970

distance 0.172 · cross-district

#10 · Amravaticell 4680000120

distance 0.173 · cross-district

#11 · Amravaticell 4680000864

distance 0.175 · cross-district

#12 · Nandedcell 4850002468

distance 0.175 · cross-district

#13 · Washimcell 4990004073

distance 0.176 · cross-district

#14 · Washimcell 4990000651

distance 0.177 · cross-district

#15 · Solapurcell 4960004780

distance 0.178 · cross-district

#16 · Amravaticell 4680000932

distance 0.179 · cross-district

#17 · Beedcell 4700005906

distance 0.18

#18 · Washimcell 4990000611

distance 0.181 · 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":4700003799}}}'

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.