Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004228

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005413

distance 0.192

#2 · Beedcell 4700003897

distance 0.194

#3 · Beedcell 4700001000

distance 0.195

#4 · Ahmednagarcell 4660003865

distance 0.203 · cross-district

#5 · Beedcell 4700004921

distance 0.208

#6 · Solapurcell 4960000088

distance 0.213 · cross-district

#7 · Beedcell 4700005983

distance 0.214

#8 · Sanglicell 4930001212

distance 0.216 · cross-district

#9 · Ahmednagarcell 4660000048

distance 0.217 · cross-district

#10 · Ahmednagarcell 4660005408

distance 0.218 · cross-district

#11 · Beedcell 4700004941

distance 0.218

#12 · Beedcell 4700005245

distance 0.22

#13 · Beedcell 4700004205

distance 0.22

#14 · Ahmednagarcell 4660003506

distance 0.221 · cross-district

#15 · Beedcell 4700003038

distance 0.221

#16 · Dharashivcell 4880001766

distance 0.222 · cross-district

#17 · Sanglicell 4930001618

distance 0.222 · cross-district

#18 · Washimcell 4990003124

distance 0.222 · 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":4700004228}}}'

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.