Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004867

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004344

distance 0.102

#2 · Beedcell 4700004522

distance 0.122

#3 · Beedcell 4700005014

distance 0.142

#4 · Ahmednagarcell 4660004207

distance 0.145 · cross-district

#5 · Beedcell 4700004520

distance 0.152

#6 · Beedcell 4700005032

distance 0.152

#7 · Ahmednagarcell 4660004286

distance 0.155 · cross-district

#8 · Sanglicell 4930006163

distance 0.16 · cross-district

#9 · Beedcell 4700004859

distance 0.162

#10 · Beedcell 4700004352

distance 0.162

#11 · Ahmednagarcell 4660003101

distance 0.166 · cross-district

#12 · Dharashivcell 4880004798

distance 0.169 · cross-district

#13 · Beedcell 4700005030

distance 0.174

#14 · Ahmednagarcell 4660009740

distance 0.175 · cross-district

#15 · Beedcell 4700005636

distance 0.176

#16 · Solapurcell 4960000378

distance 0.177 · cross-district

#17 · Beedcell 4700003844

distance 0.179

#18 · Beedcell 4700000639

distance 0.181

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":4700004867}}}'

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.