Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003238

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003392

distance 0.198

#2 · Dharashivcell 4880000944

distance 0.208 · cross-district

#3 · Buldhanacell 4720000413

distance 0.221 · cross-district

#4 · Beedcell 4700003911

distance 0.229

#5 · Sanglicell 4930004986

distance 0.233 · cross-district

#6 · Ahmednagarcell 4660013180

distance 0.235 · cross-district

#7 · Beedcell 4700002279

distance 0.235

#8 · Beedcell 4700000642

distance 0.236

#9 · Ahmednagarcell 4660003809

distance 0.248 · cross-district

#10 · Jalnacell 4790003064

distance 0.253 · cross-district

#11 · Sanglicell 4930004987

distance 0.256 · cross-district

#12 · Beedcell 4700002407

distance 0.262

#13 · Laturcell 4810001792

distance 0.263 · cross-district

#14 · Ahmednagarcell 4660007929

distance 0.264 · cross-district

#15 · Buldhanacell 4720001664

distance 0.266 · cross-district

#16 · Dharashivcell 4880001035

distance 0.27 · cross-district

#17 · Beedcell 4700002263

distance 0.271

#18 · Chhatrapati Sambhajinagarcell 4690002947

distance 0.273 · 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":4700003238}}}'

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.