Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720001708

The MH-36 locality cells most similar to this Buldhana 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 15 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.353

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004173

distance 0.353 · cross-district

#2 · Nagpurcell 4840003377

distance 0.363 · cross-district

#3 · Dharashivcell 4880003178

distance 0.377 · cross-district

#4 · Buldhanacell 4720006370

distance 0.386

#5 · Parbhanicell 4890003011

distance 0.397 · cross-district

#6 · Ahmednagarcell 4660014313

distance 0.402 · cross-district

#7 · Laturcell 4810003234

distance 0.404 · cross-district

#8 · Nandedcell 4850005196

distance 0.405 · cross-district

#9 · Washimcell 4990003889

distance 0.408 · cross-district

#10 · Nandedcell 4850005060

distance 0.409 · cross-district

#11 · Dharashivcell 4880002232

distance 0.42 · cross-district

#12 · Jalnacell 4790003875

distance 0.42 · cross-district

#13 · Dhulecell 4740000676

distance 0.424 · cross-district

#14 · Yavatmalcell 5000009876

distance 0.429 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002800

distance 0.44 · cross-district

#16 · Amravaticell 4680009168

distance 0.451 · cross-district

#17 · Buldhanacell 4720006297

distance 0.456

#18 · Beedcell 4700001188

distance 0.456 · 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":472,"cluster_id":4720001708}}}'

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.