Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007216

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008863

distance 0.122

#2 · Beedcell 4700008906

distance 0.193

#3 · Parbhanicell 4890003321

distance 0.207 · cross-district

#4 · Nandedcell 4850004462

distance 0.235 · cross-district

#5 · Ahmednagarcell 4660001392

distance 0.248 · cross-district

#6 · Beedcell 4700001416

distance 0.252

#7 · Sanglicell 4930002263

distance 0.259 · cross-district

#8 · Beedcell 4700002541

distance 0.273

#9 · Nandedcell 4850005461

distance 0.276 · cross-district

#10 · Sanglicell 4930000202

distance 0.277 · cross-district

#11 · Beedcell 4700002482

distance 0.279

#12 · Jalnacell 4790004452

distance 0.279 · cross-district

#13 · Beedcell 4700007619

distance 0.28

#14 · Beedcell 4700008867

distance 0.281

#15 · Beedcell 4700000613

distance 0.283

#16 · Nandedcell 4850004397

distance 0.283 · cross-district

#17 · Beedcell 4700005139

distance 0.283

#18 · Beedcell 4700007766

distance 0.284

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":4700007216}}}'

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.