Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007039

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005964

distance 0.151

#2 · Ahmednagarcell 4660001119

distance 0.157 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690004614

distance 0.16 · cross-district

#4 · Beedcell 4700006247

distance 0.162

#5 · Dharashivcell 4880005511

distance 0.164 · cross-district

#6 · Ahmednagarcell 4660001294

distance 0.165 · cross-district

#7 · Dharashivcell 4880004561

distance 0.166 · cross-district

#8 · Beedcell 4700003694

distance 0.168

#9 · Dharashivcell 4880004842

distance 0.173 · cross-district

#10 · Beedcell 4700006251

distance 0.175

#11 · Dharashivcell 4880005320

distance 0.175 · cross-district

#12 · Beedcell 4700005669

distance 0.182

#13 · Solapurcell 4960012434

distance 0.182 · cross-district

#14 · Beedcell 4700006913

distance 0.183

#15 · Dharashivcell 4880005418

distance 0.183 · cross-district

#16 · Ahmednagarcell 4660002183

distance 0.185 · cross-district

#17 · Dhulecell 4740000312

distance 0.185 · cross-district

#18 · Ahmednagarcell 4660001187

distance 0.187 · 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":4700007039}}}'

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.