Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003795

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003459

distance 0.179

#2 · Buldhanacell 4720001155

distance 0.188 · cross-district

#3 · Beedcell 4700000137

distance 0.208

#4 · Ahmednagarcell 4660001144

distance 0.215 · cross-district

#5 · Buldhanacell 4720001323

distance 0.225 · cross-district

#6 · Parbhanicell 4890002154

distance 0.228 · cross-district

#7 · Sanglicell 4930000083

distance 0.229 · cross-district

#8 · Ahmednagarcell 4660000962

distance 0.235 · cross-district

#9 · Buldhanacell 4720002940

distance 0.237 · cross-district

#10 · Nandedcell 4850000534

distance 0.238 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000520

distance 0.239 · cross-district

#12 · Amravaticell 4680006579

distance 0.239 · cross-district

#13 · Dharashivcell 4880000407

distance 0.241 · cross-district

#14 · Parbhanicell 4890002388

distance 0.242 · cross-district

#15 · Ahmednagarcell 4660010410

distance 0.245 · cross-district

#16 · Parbhanicell 4890003225

distance 0.246 · cross-district

#17 · Dharashivcell 4880000471

distance 0.248 · cross-district

#18 · Ahmednagarcell 4660007635

distance 0.249 · 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":4700003795}}}'

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.