Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005544

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004753

distance 0.176

#2 · Beedcell 4700006524

distance 0.196

#3 · Ahmednagarcell 4660005663

distance 0.21 · cross-district

#4 · Beedcell 4700002855

distance 0.232

#5 · Ahmednagarcell 4660008062

distance 0.233 · cross-district

#6 · Ahmednagarcell 4660007460

distance 0.234 · cross-district

#7 · Ahmednagarcell 4660004663

distance 0.235 · cross-district

#8 · Beedcell 4700001563

distance 0.236

#9 · Chhatrapati Sambhajinagarcell 4690002386

distance 0.237 · cross-district

#10 · Sanglicell 4930001424

distance 0.241 · cross-district

#11 · Ahmednagarcell 4660007769

distance 0.242 · cross-district

#12 · Dhulecell 4740001876

distance 0.243 · cross-district

#13 · Dhulecell 4740000865

distance 0.247 · cross-district

#14 · Beedcell 4700004930

distance 0.249

#15 · Beedcell 4700005808

distance 0.249

#16 · Dharashivcell 4880000777

distance 0.25 · cross-district

#17 · Ahmednagarcell 4660004160

distance 0.251 · cross-district

#18 · Nashikcell 4870011469

distance 0.254 · 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":4700005544}}}'

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.