Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000871

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006371

distance 0.143 · cross-district

#2 · Beedcell 4700002033

distance 0.157

#3 · Beedcell 4700001565

distance 0.162

#4 · Beedcell 4700001575

distance 0.163

#5 · Beedcell 4700000634

distance 0.166

#6 · Beedcell 4700003216

distance 0.167

#7 · Beedcell 4700000300

distance 0.167

#8 · Chhatrapati Sambhajinagarcell 4690002741

distance 0.167 · cross-district

#9 · Dharashivcell 4880002636

distance 0.171 · cross-district

#10 · Dharashivcell 4880006430

distance 0.174 · cross-district

#11 · Sanglicell 4930000878

distance 0.177 · cross-district

#12 · Beedcell 4700001250

distance 0.179

#13 · Ahmednagarcell 4660001391

distance 0.179 · cross-district

#14 · Beedcell 4700005981

distance 0.179

#15 · Dharashivcell 4880001071

distance 0.18 · cross-district

#16 · Beedcell 4700000570

distance 0.18

#17 · Dharashivcell 4880000200

distance 0.181 · cross-district

#18 · Dharashivcell 4880000154

distance 0.181 · 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":4700000871}}}'

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.