Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005114

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001494

distance 0.149

#2 · Beedcell 4700000803

distance 0.208

#3 · Parbhanicell 4890005465

distance 0.226 · cross-district

#4 · Beedcell 4700001641

distance 0.229

#5 · Kolhapurcell 4800005444

distance 0.229 · cross-district

#6 · Sanglicell 4930004429

distance 0.233 · cross-district

#7 · Beedcell 4700000925

distance 0.235

#8 · Dharashivcell 4880000777

distance 0.237 · cross-district

#9 · Washimcell 4990000461

distance 0.241 · cross-district

#10 · Dharashivcell 4880000404

distance 0.242 · cross-district

#11 · Beedcell 4700006147

distance 0.243

#12 · Beedcell 4700002903

distance 0.246

#13 · Dharashivcell 4880000866

distance 0.247 · cross-district

#14 · Hingolicell 4770003984

distance 0.248 · cross-district

#15 · Beedcell 4700002101

distance 0.249

#16 · Sanglicell 4930005492

distance 0.25 · cross-district

#17 · Beedcell 4700007343

distance 0.252

#18 · Sanglicell 4930004678

distance 0.252 · 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":4700005114}}}'

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.