Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007068

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006960

distance 0.147

#2 · Jalnacell 4790004167

distance 0.168 · cross-district

#3 · Buldhanacell 4720000696

distance 0.173 · cross-district

#4 · Jalnacell 4790002125

distance 0.176 · cross-district

#5 · Beedcell 4700005316

distance 0.184

#6 · Beedcell 4700004994

distance 0.184

#7 · Beedcell 4700002562

distance 0.185

#8 · Beedcell 4700005877

distance 0.185

#9 · Jalnacell 4790002714

distance 0.186 · cross-district

#10 · Dharashivcell 4880004052

distance 0.186 · cross-district

#11 · Beedcell 4700006577

distance 0.188

#12 · Laturcell 4810002231

distance 0.189 · cross-district

#13 · Laturcell 4810002206

distance 0.189 · cross-district

#14 · Laturcell 4810001384

distance 0.191 · cross-district

#15 · Beedcell 4700005468

distance 0.192

#16 · Beedcell 4700007565

distance 0.195

#17 · Jalnacell 4790002720

distance 0.198 · cross-district

#18 · Laturcell 4810002646

distance 0.2 · 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":4700007068}}}'

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.