Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007242

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001418

distance 0.181 · cross-district

#2 · Solapurcell 4960002994

distance 0.217 · cross-district

#3 · Nandedcell 4850000897

distance 0.22 · cross-district

#4 · Beedcell 4700002857

distance 0.222

#5 · Laturcell 4810001819

distance 0.223 · cross-district

#6 · Nandedcell 4850000550

distance 0.223 · cross-district

#7 · Buldhanacell 4720000576

distance 0.224 · cross-district

#8 · Beedcell 4700000920

distance 0.226

#9 · Jalnacell 4790004019

distance 0.229 · cross-district

#10 · Sanglicell 4930002905

distance 0.23 · cross-district

#11 · Laturcell 4810001093

distance 0.232 · cross-district

#12 · Dharashivcell 4880006078

distance 0.232 · cross-district

#13 · Solapurcell 4960004397

distance 0.233 · cross-district

#14 · Nandedcell 4850001080

distance 0.235 · cross-district

#15 · Beedcell 4700006679

distance 0.236

#16 · Solapurcell 4960001685

distance 0.236 · cross-district

#17 · Beedcell 4700001765

distance 0.24

#18 · Laturcell 4810001725

distance 0.241 · 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":4700007242}}}'

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.