Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000561

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002228

distance 0.196

#2 · Solapurcell 4960006809

distance 0.214 · cross-district

#3 · Beedcell 4700001734

distance 0.254

#4 · Ahmednagarcell 4660001672

distance 0.273 · cross-district

#5 · Beedcell 4700008809

distance 0.275

#6 · Beedcell 4700004240

distance 0.276

#7 · Nandedcell 4850000492

distance 0.276 · cross-district

#8 · Laturcell 4810005442

distance 0.277 · cross-district

#9 · Dharashivcell 4880002892

distance 0.283 · cross-district

#10 · Beedcell 4700005246

distance 0.285

#11 · Nandedcell 4850002411

distance 0.289 · cross-district

#12 · Beedcell 4700008665

distance 0.297

#13 · Solapurcell 4960011054

distance 0.3 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005317

distance 0.304 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002481

distance 0.305 · cross-district

#16 · Nandedcell 4850007895

distance 0.305 · cross-district

#17 · Dharashivcell 4880000463

distance 0.306 · cross-district

#18 · Laturcell 4810004317

distance 0.306 · 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":4700000561}}}'

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.