Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003962

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004481

distance 0.123

#2 · Beedcell 4700004829

distance 0.127

#3 · Yavatmalcell 5000011262

distance 0.14 · cross-district

#4 · Beedcell 4700005425

distance 0.141

#5 · Beedcell 4700004838

distance 0.142

#6 · Dharashivcell 4880005675

distance 0.143 · cross-district

#7 · Washimcell 4990000858

distance 0.145 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001142

distance 0.148 · cross-district

#9 · Washimcell 4990003792

distance 0.15 · cross-district

#10 · Washimcell 4990002807

distance 0.15 · cross-district

#11 · Washimcell 4990003688

distance 0.153 · cross-district

#12 · Washimcell 4990003428

distance 0.157 · cross-district

#13 · Beedcell 4700004316

distance 0.16

#14 · Chhatrapati Sambhajinagarcell 4690002050

distance 0.161 · cross-district

#15 · Beedcell 4700004617

distance 0.163

#16 · Washimcell 4990004023

distance 0.164 · cross-district

#17 · Nandedcell 4850000174

distance 0.166 · cross-district

#18 · Beedcell 4700000756

distance 0.168

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":4700003962}}}'

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.