Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007343

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003892

distance 0.203 · cross-district

#2 · Jalnacell 4790004082

distance 0.219 · cross-district

#3 · Solapurcell 4960007345

distance 0.224 · cross-district

#4 · Parbhanicell 4890002175

distance 0.234 · cross-district

#5 · Sanglicell 4930000323

distance 0.249 · cross-district

#6 · Parbhanicell 4890003165

distance 0.25 · cross-district

#7 · Beedcell 4700000803

distance 0.25

#8 · Jalgaoncell 4780003630

distance 0.251 · cross-district

#9 · Beedcell 4700005114

distance 0.252

#10 · Beedcell 4700000221

distance 0.254

#11 · Solapurcell 4960009158

distance 0.261 · cross-district

#12 · Kolhapurcell 4800004011

distance 0.261 · cross-district

#13 · Beedcell 4700001494

distance 0.262

#14 · Beedcell 4700002560

distance 0.262

#15 · Laturcell 4810004384

distance 0.262 · cross-district

#16 · Sanglicell 4930001423

distance 0.263 · cross-district

#17 · Sanglicell 4930001346

distance 0.264 · cross-district

#18 · Amravaticell 4680004659

distance 0.265 · 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":4700007343}}}'

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.