Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005526

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

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001583

distance 0.267

#2 · Sanglicell 4930000658

distance 0.277 · cross-district

#3 · Beedcell 4700002178

distance 0.278

#4 · Dharashivcell 4880005738

distance 0.285 · cross-district

#5 · Dharashivcell 4880000390

distance 0.29 · cross-district

#6 · Sanglicell 4930001545

distance 0.302 · cross-district

#7 · Jalgaoncell 4780005727

distance 0.305 · cross-district

#8 · Solapurcell 4960006311

distance 0.307 · cross-district

#9 · Laturcell 4810001087

distance 0.309 · cross-district

#10 · Washimcell 4990002374

distance 0.313 · cross-district

#11 · Solapurcell 4960006830

distance 0.313 · cross-district

#12 · Laturcell 4810001148

distance 0.314 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000053

distance 0.314 · cross-district

#14 · Beedcell 4700000422

distance 0.315

#15 · Beedcell 4700007579

distance 0.318

#16 · Solapurcell 4960005935

distance 0.318 · cross-district

#17 · Solapurcell 4960005433

distance 0.319 · cross-district

#18 · Beedcell 4700000491

distance 0.321

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":4700005526}}}'

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.