Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003283

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001786

distance 0.124

#2 · Beedcell 4700005431

distance 0.178

#3 · Beedcell 4700002761

distance 0.18

#4 · Beedcell 4700002113

distance 0.189

#5 · Sanglicell 4930002714

distance 0.193 · cross-district

#6 · Beedcell 4700004431

distance 0.198

#7 · Beedcell 4700004966

distance 0.198

#8 · Beedcell 4700002244

distance 0.2

#9 · Beedcell 4700003585

distance 0.204

#10 · Beedcell 4700001935

distance 0.205

#11 · Beedcell 4700001927

distance 0.207

#12 · Sanglicell 4930005212

distance 0.208 · cross-district

#13 · Buldhanacell 4720003275

distance 0.213 · cross-district

#14 · Buldhanacell 4720003946

distance 0.217 · cross-district

#15 · Beedcell 4700002415

distance 0.217

#16 · Beedcell 4700003226

distance 0.218

#17 · Sanglicell 4930001883

distance 0.218 · cross-district

#18 · Beedcell 4700002087

distance 0.219

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":4700003283}}}'

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.