Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003448

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003447

distance 0.107

#2 · Beedcell 4700004954

distance 0.117

#3 · Beedcell 4700003274

distance 0.131

#4 · Beedcell 4700003103

distance 0.145

#5 · Beedcell 4700003278

distance 0.146

#6 · Dharashivcell 4880000612

distance 0.15 · cross-district

#7 · Dharashivcell 4880000176

distance 0.151 · cross-district

#8 · Beedcell 4700002107

distance 0.151

#9 · Beedcell 4700002764

distance 0.151

#10 · Beedcell 4700002105

distance 0.152

#11 · Dharashivcell 4880000336

distance 0.161 · cross-district

#12 · Dharashivcell 4880000703

distance 0.162 · cross-district

#13 · Beedcell 4700002255

distance 0.163

#14 · Beedcell 4700002265

distance 0.163

#15 · Dharashivcell 4880000227

distance 0.169 · cross-district

#16 · Beedcell 4700002592

distance 0.172

#17 · Nandedcell 4850000552

distance 0.173 · cross-district

#18 · Nandedcell 4850000221

distance 0.174 · 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":4700003448}}}'

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.