Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008566

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003862

distance 0.26 · cross-district

#2 · Buldhanacell 4720006931

distance 0.311 · cross-district

#3 · Dharashivcell 4880001425

distance 0.33 · cross-district

#4 · Dharashivcell 4880001404

distance 0.336 · cross-district

#5 · Beedcell 4700008496

distance 0.342

#6 · Dharashivcell 4880005533

distance 0.345 · cross-district

#7 · Laturcell 4810002235

distance 0.351 · cross-district

#8 · Beedcell 4700007586

distance 0.355

#9 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.358 · cross-district

#10 · Buldhanacell 4720000366

distance 0.358 · cross-district

#11 · Nandedcell 4850006527

distance 0.362 · cross-district

#12 · Ahmednagarcell 4660008620

distance 0.364 · cross-district

#13 · Beedcell 4700008096

distance 0.365

#14 · Laturcell 4810002131

distance 0.368 · cross-district

#15 · Beedcell 4700007598

distance 0.369

#16 · Solapurcell 4960002318

distance 0.369 · cross-district

#17 · Ahmednagarcell 4660007712

distance 0.374 · cross-district

#18 · Ahmednagarcell 4660001001

distance 0.376 · 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":4700008566}}}'

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.