Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001608

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001606

distance 0.076

#2 · Beedcell 4700000311

distance 0.111

#3 · Laturcell 4810001173

distance 0.114 · cross-district

#4 · Laturcell 4810001309

distance 0.12 · cross-district

#5 · Beedcell 4700000935

distance 0.134

#6 · Laturcell 4810002165

distance 0.141 · cross-district

#7 · Laturcell 4810000891

distance 0.142 · cross-district

#8 · Laturcell 4810003387

distance 0.142 · cross-district

#9 · Beedcell 4700002208

distance 0.144

#10 · Jalnacell 4790003653

distance 0.147 · cross-district

#11 · Beedcell 4700001918

distance 0.147

#12 · Beedcell 4700001454

distance 0.148

#13 · Dharashivcell 4880004534

distance 0.154 · cross-district

#14 · Jalnacell 4790002470

distance 0.16 · cross-district

#15 · Beedcell 4700002082

distance 0.16

#16 · Laturcell 4810000906

distance 0.161 · cross-district

#17 · Laturcell 4810001641

distance 0.163 · cross-district

#18 · Dharashivcell 4880005099

distance 0.163 · 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":4700001608}}}'

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.