Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000796

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001322

distance 0.109 · cross-district

#2 · Beedcell 4700007255

distance 0.142

#3 · Beedcell 4700002227

distance 0.142

#4 · Laturcell 4810001304

distance 0.157 · cross-district

#5 · Beedcell 4700001041

distance 0.163

#6 · Laturcell 4810001009

distance 0.163 · cross-district

#7 · Nandedcell 4850000138

distance 0.169 · cross-district

#8 · Jalnacell 4790001255

distance 0.172 · cross-district

#9 · Beedcell 4700006008

distance 0.174

#10 · Chhatrapati Sambhajinagarcell 4690000731

distance 0.176 · cross-district

#11 · Buldhanacell 4720000100

distance 0.177 · cross-district

#12 · Laturcell 4810003085

distance 0.183 · cross-district

#13 · Dharashivcell 4880000499

distance 0.184 · cross-district

#14 · Dharashivcell 4880000938

distance 0.185 · cross-district

#15 · Beedcell 4700007071

distance 0.188

#16 · Dharashivcell 4880000657

distance 0.189 · cross-district

#17 · Laturcell 4810001865

distance 0.191 · cross-district

#18 · Buldhanacell 4720000528

distance 0.192 · 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":4700000796}}}'

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.