Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009039

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000282

distance 0.126 · cross-district

#2 · Jalgaoncell 4780002565

distance 0.126 · cross-district

#3 · Ahmednagarcell 4660009301

distance 0.128 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000096

distance 0.133 · cross-district

#5 · Beedcell 4700008515

distance 0.14

#6 · Solapurcell 4960004563

distance 0.144 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002051

distance 0.148 · cross-district

#8 · Ahmednagarcell 4660009303

distance 0.156 · cross-district

#9 · Jalgaoncell 4780002424

distance 0.159 · cross-district

#10 · Parbhanicell 4890002903

distance 0.16 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004609

distance 0.164 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000049

distance 0.165 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001684

distance 0.165 · cross-district

#14 · Jalgaoncell 4780002449

distance 0.165 · cross-district

#15 · Jalgaoncell 4780000530

distance 0.166 · cross-district

#16 · Parbhanicell 4890003466

distance 0.168 · cross-district

#17 · Beedcell 4700007140

distance 0.168

#18 · Chhatrapati Sambhajinagarcell 4690000935

distance 0.169 · 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":4700009039}}}'

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.