Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006136

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006005

distance 0.154

#2 · Beedcell 4700000926

distance 0.172

#3 · Parbhanicell 4890004176

distance 0.178 · cross-district

#4 · Parbhanicell 4890001481

distance 0.197 · cross-district

#5 · Laturcell 4810001737

distance 0.206 · cross-district

#6 · Sanglicell 4930004430

distance 0.207 · cross-district

#7 · Solapurcell 4960009660

distance 0.21 · cross-district

#8 · Beedcell 4700004783

distance 0.215

#9 · Beedcell 4700001039

distance 0.22

#10 · Parbhanicell 4890004944

distance 0.224 · cross-district

#11 · Sanglicell 4930004572

distance 0.225 · cross-district

#12 · Dharashivcell 4880001127

distance 0.225 · cross-district

#13 · Laturcell 4810002938

distance 0.225 · cross-district

#14 · Ahmednagarcell 4660003696

distance 0.226 · cross-district

#15 · Beedcell 4700007348

distance 0.226

#16 · Laturcell 4810000533

distance 0.234 · cross-district

#17 · Laturcell 4810000482

distance 0.234 · cross-district

#18 · Solapurcell 4960011274

distance 0.234 · 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":4700006136}}}'

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.