Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007255

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000796

distance 0.142

#2 · Buldhanacell 4720000784

distance 0.153 · cross-district

#3 · Jalnacell 4790001255

distance 0.16 · cross-district

#4 · Jalnacell 4790003987

distance 0.161 · cross-district

#5 · Beedcell 4700007254

distance 0.163

#6 · Buldhanacell 4720000101

distance 0.168 · cross-district

#7 · Laturcell 4810001322

distance 0.171 · cross-district

#8 · Dharashivcell 4880005311

distance 0.175 · cross-district

#9 · Beedcell 4700002227

distance 0.178

#10 · Beedcell 4700008717

distance 0.178

#11 · Beedcell 4700001730

distance 0.18

#12 · Beedcell 4700006008

distance 0.182

#13 · Washimcell 4990002393

distance 0.183 · cross-district

#14 · Washimcell 4990001411

distance 0.183 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000731

distance 0.183 · cross-district

#16 · Dharashivcell 4880000564

distance 0.189 · cross-district

#17 · Buldhanacell 4720000100

distance 0.192 · cross-district

#18 · Dharashivcell 4880006018

distance 0.196 · 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":4700007255}}}'

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.