Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000441

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

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000236

distance 0.071

#2 · Beedcell 4700000896

distance 0.082

#3 · Beedcell 4700001160

distance 0.082

#4 · Beedcell 4700000540

distance 0.082

#5 · Beedcell 4700000180

distance 0.088

#6 · Beedcell 4700000774

distance 0.089

#7 · Beedcell 4700000451

distance 0.097

#8 · Beedcell 4700000179

distance 0.097

#9 · Beedcell 4700002214

distance 0.1

#10 · Beedcell 4700000387

distance 0.103

#11 · Dharashivcell 4880006002

distance 0.103 · cross-district

#12 · Beedcell 4700002237

distance 0.103

#13 · Beedcell 4700000785

distance 0.106

#14 · Beedcell 4700000456

distance 0.107

#15 · Dharashivcell 4880004193

distance 0.109 · cross-district

#16 · Beedcell 4700000296

distance 0.111

#17 · Laturcell 4810002797

distance 0.112 · cross-district

#18 · Beedcell 4700000879

distance 0.113

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":4700000441}}}'

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.