Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008906

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007216

distance 0.193

#2 · Beedcell 4700008579

distance 0.203

#3 · Beedcell 4700008863

distance 0.214

#4 · Beedcell 4700005139

distance 0.217

#5 · Beedcell 4700008867

distance 0.225

#6 · Dharashivcell 4880005744

distance 0.231 · cross-district

#7 · Beedcell 4700007766

distance 0.233

#8 · Sanglicell 4930001313

distance 0.244 · cross-district

#9 · Beedcell 4700007588

distance 0.246

#10 · Beedcell 4700004902

distance 0.253

#11 · Hingolicell 4770000120

distance 0.258 · cross-district

#12 · Dharashivcell 4880003985

distance 0.26 · cross-district

#13 · Laturcell 4810000338

distance 0.261 · cross-district

#14 · Parbhanicell 4890003321

distance 0.261 · cross-district

#15 · Nandedcell 4850004462

distance 0.265 · cross-district

#16 · Beedcell 4700008991

distance 0.267

#17 · Nandedcell 4850004397

distance 0.27 · cross-district

#18 · Beedcell 4700006240

distance 0.273

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":4700008906}}}'

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.