Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007018

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006513

distance 0.166

#2 · Dharashivcell 4880004386

distance 0.178 · cross-district

#3 · Beedcell 4700003520

distance 0.189

#4 · Chhatrapati Sambhajinagarcell 4690000253

distance 0.19 · cross-district

#5 · Beedcell 4700000859

distance 0.191

#6 · Ahmednagarcell 4660005410

distance 0.191 · cross-district

#7 · Beedcell 4700006255

distance 0.202

#8 · Chhatrapati Sambhajinagarcell 4690002326

distance 0.204 · cross-district

#9 · Solapurcell 4960012409

distance 0.208 · cross-district

#10 · Ahmednagarcell 4660002191

distance 0.21 · cross-district

#11 · Beedcell 4700007034

distance 0.211

#12 · Solapurcell 4960012574

distance 0.214 · cross-district

#13 · Solapurcell 4960010040

distance 0.215 · cross-district

#14 · Beedcell 4700007035

distance 0.215

#15 · Solapurcell 4960012530

distance 0.216 · cross-district

#16 · Beedcell 4700005675

distance 0.219

#17 · Dharashivcell 4880004477

distance 0.221 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000361

distance 0.221 · 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":4700007018}}}'

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.