Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000970

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000722

distance 0.163

#2 · Ahmednagarcell 4660000704

distance 0.216 · cross-district

#3 · Dharashivcell 4880005259

distance 0.218 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690008014

distance 0.225 · cross-district

#5 · Beedcell 4700002292

distance 0.227

#6 · Beedcell 4700001232

distance 0.239

#7 · Dharashivcell 4880003400

distance 0.24 · cross-district

#8 · Dharashivcell 4880005514

distance 0.24 · cross-district

#9 · Dharashivcell 4880005060

distance 0.241 · cross-district

#10 · Beedcell 4700003006

distance 0.241

#11 · Dharashivcell 4880005230

distance 0.245 · cross-district

#12 · Solapurcell 4960012337

distance 0.251 · cross-district

#13 · Ahmednagarcell 4660000380

distance 0.263 · cross-district

#14 · Beedcell 4700002800

distance 0.264

#15 · Beedcell 4700003317

distance 0.265

#16 · Beedcell 4700004688

distance 0.27

#17 · Dharashivcell 4880003820

distance 0.273 · cross-district

#18 · Dharashivcell 4880004946

distance 0.273 · 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":4700000970}}}'

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.