Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007911

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000977

distance 0.259 · cross-district

#2 · Jalnacell 4790001236

distance 0.27 · cross-district

#3 · Beedcell 4700005104

distance 0.274

#4 · Dharashivcell 4880006363

distance 0.274 · cross-district

#5 · Kolhapurcell 4800005458

distance 0.282 · cross-district

#6 · Beedcell 4700006122

distance 0.283

#7 · Dharashivcell 4880002282

distance 0.286 · cross-district

#8 · Beedcell 4700001330

distance 0.295

#9 · Jalnacell 4790002172

distance 0.302 · cross-district

#10 · Beedcell 4700005594

distance 0.305

#11 · Beedcell 4700000491

distance 0.322

#12 · Chhatrapati Sambhajinagarcell 4690000232

distance 0.325 · cross-district

#13 · Beedcell 4700004067

distance 0.325

#14 · Parbhanicell 4890002811

distance 0.329 · cross-district

#15 · Laturcell 4810001170

distance 0.334 · cross-district

#16 · Kolhapurcell 4800005029

distance 0.34 · cross-district

#17 · Ahmednagarcell 4660008449

distance 0.34 · cross-district

#18 · Sanglicell 4930002084

distance 0.345 · 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":4700007911}}}'

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.