Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000263

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002232

distance 0.119

#2 · Beedcell 4700000196

distance 0.121

#3 · Jalnacell 4790003388

distance 0.142 · cross-district

#4 · Beedcell 4700007617

distance 0.145

#5 · Beedcell 4700001174

distance 0.146

#6 · Beedcell 4700000555

distance 0.15

#7 · Beedcell 4700002059

distance 0.154

#8 · Beedcell 4700000907

distance 0.156

#9 · Beedcell 4700000684

distance 0.158

#10 · Beedcell 4700000784

distance 0.159

#11 · Laturcell 4810002040

distance 0.164 · cross-district

#12 · Beedcell 4700001460

distance 0.166

#13 · Beedcell 4700001756

distance 0.167

#14 · Beedcell 4700007606

distance 0.168

#15 · Laturcell 4810001978

distance 0.171 · cross-district

#16 · Laturcell 4810000179

distance 0.171 · cross-district

#17 · Beedcell 4700000214

distance 0.172

#18 · Beedcell 4700002229

distance 0.172

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":4700000263}}}'

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.