Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004884

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

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004373

distance 0.254

#2 · Ahmednagarcell 4660004980

distance 0.274 · cross-district

#3 · Solapurcell 4960000023

distance 0.278 · cross-district

#4 · Kolhapurcell 4800002251

distance 0.281 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003891

distance 0.289 · cross-district

#6 · Nashikcell 4870006886

distance 0.291 · cross-district

#7 · Ahmednagarcell 4660005698

distance 0.292 · cross-district

#8 · Ahmednagarcell 4660005293

distance 0.294 · cross-district

#9 · Ahmednagarcell 4660005059

distance 0.295 · cross-district

#10 · Kolhapurcell 4800001997

distance 0.297 · cross-district

#11 · Beedcell 4700005362

distance 0.297

#12 · Beedcell 4700007097

distance 0.301

#13 · Punecell 4900009513

distance 0.303 · cross-district

#14 · Kolhapurcell 4800002170

distance 0.303 · cross-district

#15 · Sanglicell 4930005669

distance 0.303 · cross-district

#16 · Ahmednagarcell 4660004974

distance 0.305 · cross-district

#17 · Ahmednagarcell 4660004972

distance 0.308 · cross-district

#18 · Beedcell 4700002109

distance 0.311

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":4700004884}}}'

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.