Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005412

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006541

distance 0.224

#2 · Washimcell 4990002195

distance 0.228 · cross-district

#3 · Beedcell 4700008271

distance 0.229

#4 · Washimcell 4990003612

distance 0.23 · cross-district

#5 · Beedcell 4700007239

distance 0.231

#6 · Beedcell 4700006540

distance 0.245

#7 · Sanglicell 4930002105

distance 0.246 · cross-district

#8 · Nandedcell 4850000595

distance 0.248 · cross-district

#9 · Ahmednagarcell 4660003343

distance 0.258 · cross-district

#10 · Ahmednagarcell 4660007467

distance 0.259 · cross-district

#11 · Beedcell 4700006677

distance 0.263

#12 · Nashikcell 4870008554

distance 0.265 · cross-district

#13 · Ahmednagarcell 4660007461

distance 0.265 · cross-district

#14 · Beedcell 4700005976

distance 0.265

#15 · Yavatmalcell 5000010988

distance 0.266 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000015

distance 0.269 · cross-district

#17 · Ahmednagarcell 4660000501

distance 0.27 · cross-district

#18 · Dharashivcell 4880002585

distance 0.274 · 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":4700005412}}}'

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.