Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001024

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003168

distance 0.283 · cross-district

#2 · Solapurcell 4960005063

distance 0.3 · cross-district

#3 · Beedcell 4700002728

distance 0.301

#4 · Kolhapurcell 4800004252

distance 0.309 · cross-district

#5 · Beedcell 4700008420

distance 0.314

#6 · Beedcell 4700005259

distance 0.315

#7 · Chhatrapati Sambhajinagarcell 4690003296

distance 0.323 · cross-district

#8 · Nandedcell 4850004667

distance 0.324 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002589

distance 0.34 · cross-district

#10 · Buldhanacell 4720005828

distance 0.343 · cross-district

#11 · Yavatmalcell 5000008831

distance 0.343 · cross-district

#12 · Nandedcell 4850004739

distance 0.344 · cross-district

#13 · Jalnacell 4790004115

distance 0.348 · cross-district

#14 · Akolacell 4670002265

distance 0.351 · cross-district

#15 · Solapurcell 4960004757

distance 0.353 · cross-district

#16 · Ahmednagarcell 4660002587

distance 0.353 · cross-district

#17 · Sanglicell 4930002937

distance 0.354 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001402

distance 0.355 · 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":4700001024}}}'

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.