Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008352

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001597

distance 0.197

#2 · Amravaticell 4680002315

distance 0.233 · cross-district

#3 · Beedcell 4700000911

distance 0.233

#4 · Dharashivcell 4880000101

distance 0.236 · cross-district

#5 · Laturcell 4810000282

distance 0.239 · cross-district

#6 · Buldhanacell 4720002819

distance 0.242 · cross-district

#7 · Buldhanacell 4720001212

distance 0.254 · cross-district

#8 · Dharashivcell 4880004911

distance 0.254 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004882

distance 0.255 · cross-district

#10 · Buldhanacell 4720001288

distance 0.257 · cross-district

#11 · Jalgaoncell 4780003252

distance 0.259 · cross-district

#12 · Buldhanacell 4720001122

distance 0.26 · cross-district

#13 · Parbhanicell 4890003209

distance 0.264 · cross-district

#14 · Laturcell 4810001881

distance 0.266 · cross-district

#15 · Buldhanacell 4720003018

distance 0.271 · cross-district

#16 · Yavatmalcell 5000011242

distance 0.271 · cross-district

#17 · Laturcell 4810000649

distance 0.272 · cross-district

#18 · Nashikcell 4870007245

distance 0.275 · 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":4700008352}}}'

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.