Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004306

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005723

distance 0.103

#2 · Beedcell 4700005866

distance 0.14

#3 · Beedcell 4700006150

distance 0.147

#4 · Dharashivcell 4880002692

distance 0.152 · cross-district

#5 · Beedcell 4700000581

distance 0.152

#6 · Beedcell 4700004130

distance 0.153

#7 · Beedcell 4700006275

distance 0.154

#8 · Beedcell 4700003622

distance 0.157

#9 · Dharashivcell 4880002694

distance 0.158 · cross-district

#10 · Solapurcell 4960011443

distance 0.159 · cross-district

#11 · Dharashivcell 4880005304

distance 0.16 · cross-district

#12 · Beedcell 4700005857

distance 0.161

#13 · Beedcell 4700000707

distance 0.161

#14 · Beedcell 4700000949

distance 0.162

#15 · Beedcell 4700008075

distance 0.163

#16 · Buldhanacell 4720006982

distance 0.163 · cross-district

#17 · Nandedcell 4850000478

distance 0.163 · cross-district

#18 · Beedcell 4700006564

distance 0.166

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":4700004306}}}'

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.