Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008613

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004096

distance 0.171 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000847

distance 0.214 · cross-district

#3 · Hingolicell 4770001016

distance 0.216 · cross-district

#4 · Parbhanicell 4890003219

distance 0.22 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000784

distance 0.229 · cross-district

#6 · Nandedcell 4850004662

distance 0.23 · cross-district

#7 · Beedcell 4700007838

distance 0.234

#8 · Beedcell 4700007676

distance 0.237

#9 · Nandedcell 4850004589

distance 0.238 · cross-district

#10 · Beedcell 4700001041

distance 0.24

#11 · Chhatrapati Sambhajinagarcell 4690000846

distance 0.24 · cross-district

#12 · Sanglicell 4930001598

distance 0.245 · cross-district

#13 · Nandedcell 4850004387

distance 0.248 · cross-district

#14 · Dharashivcell 4880000223

distance 0.248 · cross-district

#15 · Beedcell 4700000390

distance 0.249

#16 · Beedcell 4700008390

distance 0.249

#17 · Sanglicell 4930002746

distance 0.249 · cross-district

#18 · Parbhanicell 4890002799

distance 0.249 · 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":4700008613}}}'

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.