Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005924

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005638

distance 0.156

#2 · Beedcell 4700005031

distance 0.162

#3 · Ahmednagarcell 4660001002

distance 0.172 · cross-district

#4 · Beedcell 4700001028

distance 0.172

#5 · Ahmednagarcell 4660003927

distance 0.173 · cross-district

#6 · Laturcell 4810001458

distance 0.174 · cross-district

#7 · Sanglicell 4930005257

distance 0.175 · cross-district

#8 · Dharashivcell 4880004821

distance 0.18 · cross-district

#9 · Buldhanacell 4720001318

distance 0.183 · cross-district

#10 · Ahmednagarcell 4660000884

distance 0.184 · cross-district

#11 · Beedcell 4700004845

distance 0.184

#12 · Ahmednagarcell 4660001182

distance 0.186 · cross-district

#13 · Beedcell 4700004860

distance 0.187

#14 · Beedcell 4700000899

distance 0.189

#15 · Dharashivcell 4880001750

distance 0.191 · cross-district

#16 · Jalgaoncell 4780000294

distance 0.192 · cross-district

#17 · Dharashivcell 4880002751

distance 0.193 · cross-district

#18 · Solapurcell 4960000711

distance 0.194 · 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":4700005924}}}'

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.