Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001187

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 10 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.291

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002794

distance 0.291 · cross-district

#2 · Beedcell 4700001326

distance 0.303

#3 · Nagpurcell 4840003471

distance 0.312 · cross-district

#4 · Amravaticell 4680002336

distance 0.318 · cross-district

#5 · Solapurcell 4960005358

distance 0.32 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690006586

distance 0.323 · cross-district

#7 · Wardhacell 4980000987

distance 0.325 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000174

distance 0.336 · cross-district

#9 · Jalnacell 4790003873

distance 0.337 · cross-district

#10 · Nagpurcell 4840003762

distance 0.337 · cross-district

#11 · Buldhanacell 4720005756

distance 0.338 · cross-district

#12 · Washimcell 4990003890

distance 0.34 · cross-district

#13 · Amravaticell 4680002483

distance 0.344 · cross-district

#14 · Jalgaoncell 4780001794

distance 0.348 · cross-district

#15 · Solapurcell 4960003072

distance 0.351 · cross-district

#16 · Nagpurcell 4840003469

distance 0.357 · cross-district

#17 · Buldhanacell 4720001709

distance 0.357 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002902

distance 0.363 · 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":4700001187}}}'

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.