Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003669

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005038

distance 0.082

#2 · Beedcell 4700005197

distance 0.107

#3 · Hingolicell 4770003687

distance 0.117 · cross-district

#4 · Beedcell 4700005039

distance 0.12

#5 · Hingolicell 4770003514

distance 0.125 · cross-district

#6 · Washimcell 4990000146

distance 0.132 · cross-district

#7 · Washimcell 4990000022

distance 0.141 · cross-district

#8 · Washimcell 4990001172

distance 0.143 · cross-district

#9 · Washimcell 4990000501

distance 0.144 · cross-district

#10 · Washimcell 4990000736

distance 0.146 · cross-district

#11 · Washimcell 4990001264

distance 0.146 · cross-district

#12 · Dharashivcell 4880005088

distance 0.147 · cross-district

#13 · Washimcell 4990000437

distance 0.148 · cross-district

#14 · Dharashivcell 4880006206

distance 0.149 · cross-district

#15 · Dharashivcell 4880004203

distance 0.15 · cross-district

#16 · Beedcell 4700004889

distance 0.151

#17 · Washimcell 4990000570

distance 0.152 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002271

distance 0.152 · 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":4700003669}}}'

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.