Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000405

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006932

distance 0.128

#2 · Beedcell 4700006143

distance 0.13

#3 · Beedcell 4700000939

distance 0.134

#4 · Dharashivcell 4880005850

distance 0.134 · cross-district

#5 · Beedcell 4700003620

distance 0.136

#6 · Laturcell 4810002449

distance 0.136 · cross-district

#7 · Solapurcell 4960003008

distance 0.147 · cross-district

#8 · Beedcell 4700004997

distance 0.148

#9 · Beedcell 4700004781

distance 0.149

#10 · Solapurcell 4960011803

distance 0.151 · cross-district

#11 · Beedcell 4700006286

distance 0.151

#12 · Beedcell 4700000489

distance 0.152

#13 · Dharashivcell 4880005566

distance 0.152 · cross-district

#14 · Beedcell 4700000136

distance 0.154

#15 · Dharashivcell 4880005111

distance 0.154 · cross-district

#16 · Dharashivcell 4880002627

distance 0.155 · cross-district

#17 · Beedcell 4700000211

distance 0.156

#18 · Dharashivcell 4880005674

distance 0.157 · 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":4700000405}}}'

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.