Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006363

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005036

distance 0.167

#2 · Beedcell 4700006358

distance 0.185

#3 · Beedcell 4700003148

distance 0.187

#4 · Kolhapurcell 4800001959

distance 0.199 · cross-district

#5 · Beedcell 4700005794

distance 0.208

#6 · Ahmednagarcell 4660005065

distance 0.21 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000715

distance 0.215 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004634

distance 0.217 · cross-district

#9 · Beedcell 4700006495

distance 0.222

#10 · Chhatrapati Sambhajinagarcell 4690000871

distance 0.226 · cross-district

#11 · Beedcell 4700005802

distance 0.23

#12 · Ahmednagarcell 4660004374

distance 0.23 · cross-district

#13 · Parbhanicell 4890003147

distance 0.23 · cross-district

#14 · Ahmednagarcell 4660004536

distance 0.231 · cross-district

#15 · Ahmednagarcell 4660000122

distance 0.231 · cross-district

#16 · Ahmednagarcell 4660005166

distance 0.234 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.236 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002062

distance 0.236 · 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":4700006363}}}'

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.