Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000031

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004380

distance 0.234 · cross-district

#2 · Laturcell 4810000473

distance 0.25 · cross-district

#3 · Laturcell 4810003122

distance 0.272 · cross-district

#4 · Beedcell 4700005469

distance 0.279

#5 · Beedcell 4700000783

distance 0.286

#6 · Buldhanacell 4720002399

distance 0.291 · cross-district

#7 · Beedcell 4700007155

distance 0.293

#8 · Parbhanicell 4890001404

distance 0.299 · cross-district

#9 · Jalgaoncell 4780001767

distance 0.303 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002214

distance 0.305 · cross-district

#11 · Dharashivcell 4880001250

distance 0.306 · cross-district

#12 · Dharashivcell 4880006032

distance 0.31 · cross-district

#13 · Beedcell 4700004943

distance 0.31

#14 · Ahmednagarcell 4660009915

distance 0.313 · cross-district

#15 · Ahmednagarcell 4660001345

distance 0.315 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000003

distance 0.316 · cross-district

#17 · Laturcell 4810000846

distance 0.316 · cross-district

#18 · Ahmednagarcell 4660010085

distance 0.317 · 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":4700000031}}}'

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.