Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004342

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004170

distance 0.092

#2 · Beedcell 4700006474

distance 0.138

#3 · Beedcell 4700003674

distance 0.147

#4 · Ahmednagarcell 4660003506

distance 0.148 · cross-district

#5 · Ahmednagarcell 4660008898

distance 0.154 · cross-district

#6 · Beedcell 4700005190

distance 0.158

#7 · Chhatrapati Sambhajinagarcell 4690005383

distance 0.162 · cross-district

#8 · Ahmednagarcell 4660010593

distance 0.164 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003757

distance 0.165 · cross-district

#10 · Ahmednagarcell 4660005368

distance 0.167 · cross-district

#11 · Solapurcell 4960000093

distance 0.168 · cross-district

#12 · Solapurcell 4960000638

distance 0.168 · cross-district

#13 · Beedcell 4700003999

distance 0.169

#14 · Beedcell 4700005184

distance 0.169

#15 · Beedcell 4700005483

distance 0.17

#16 · Ahmednagarcell 4660000578

distance 0.171 · cross-district

#17 · Ahmednagarcell 4660004704

distance 0.171 · cross-district

#18 · Nashikcell 4870007825

distance 0.172 · 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":4700004342}}}'

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.