Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005321

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003934

distance 0.264 · cross-district

#2 · Jalnacell 4790005961

distance 0.274 · cross-district

#3 · Beedcell 4700001917

distance 0.289

#4 · Chhatrapati Sambhajinagarcell 4690003667

distance 0.318 · cross-district

#5 · Jalgaoncell 4780006238

distance 0.329 · cross-district

#6 · Buldhanacell 4720003021

distance 0.33 · cross-district

#7 · Dharashivcell 4880005934

distance 0.33 · cross-district

#8 · Hingolicell 4770003811

distance 0.333 · cross-district

#9 · Jalgaoncell 4780004436

distance 0.334 · cross-district

#10 · Solapurcell 4960005395

distance 0.336 · cross-district

#11 · Buldhanacell 4720002725

distance 0.336 · cross-district

#12 · Buldhanacell 4720002866

distance 0.34 · cross-district

#13 · Washimcell 4990003920

distance 0.345 · cross-district

#14 · Buldhanacell 4720000913

distance 0.348 · cross-district

#15 · Nagpurcell 4840004584

distance 0.348 · cross-district

#16 · Wardhacell 4980003296

distance 0.348 · cross-district

#17 · Nandedcell 4850002213

distance 0.354 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002064

distance 0.358 · 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":4700005321}}}'

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.