Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001520

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

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012337

distance 0.328 · cross-district

#2 · Beedcell 4700000970

distance 0.333

#3 · Nandedcell 4850004520

distance 0.339 · cross-district

#4 · Ahmednagarcell 4660003306

distance 0.341 · cross-district

#5 · Beedcell 4700005491

distance 0.342

#6 · Beedcell 4700001499

distance 0.342

#7 · Beedcell 4700000722

distance 0.344

#8 · Ahmednagarcell 4660010470

distance 0.351 · cross-district

#9 · Ahmednagarcell 4660012948

distance 0.355 · cross-district

#10 · Dharashivcell 4880003822

distance 0.356 · cross-district

#11 · Solapurcell 4960012560

distance 0.357 · cross-district

#12 · Buldhanacell 4720001363

distance 0.357 · cross-district

#13 · Dharashivcell 4880000332

distance 0.357 · cross-district

#14 · Punecell 4900001754

distance 0.357 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001937

distance 0.365 · cross-district

#16 · Parbhanicell 4890001420

distance 0.365 · cross-district

#17 · Beedcell 4700002838

distance 0.367

#18 · Dharashivcell 4880004569

distance 0.369 · 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":4700001520}}}'

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.