Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008667

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990004039

distance 0.243 · cross-district

#2 · Beedcell 4700008674

distance 0.247

#3 · Ahmednagarcell 4660014279

distance 0.251 · cross-district

#4 · Ahmednagarcell 4660014317

distance 0.257 · cross-district

#5 · Jalnacell 4790000054

distance 0.258 · cross-district

#6 · Parbhanicell 4890005472

distance 0.259 · cross-district

#7 · Parbhanicell 4890005386

distance 0.261 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000147

distance 0.266 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000901

distance 0.268 · cross-district

#10 · Ahmednagarcell 4660013954

distance 0.271 · cross-district

#11 · Beedcell 4700008969

distance 0.277

#12 · Solapurcell 4960005463

distance 0.278 · cross-district

#13 · Buldhanacell 4720005221

distance 0.28 · cross-district

#14 · Dharashivcell 4880005472

distance 0.283 · cross-district

#15 · Jalnacell 4790000147

distance 0.283 · cross-district

#16 · Ahmednagarcell 4660012532

distance 0.284 · cross-district

#17 · Nandedcell 4850002621

distance 0.284 · cross-district

#18 · Beedcell 4700006983

distance 0.287

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":4700008667}}}'

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.