Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001054

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 14 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.389

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004333

distance 0.389 · cross-district

#2 · Chandrapurcell 4730003182

distance 0.495 · cross-district

#3 · Nandedcell 4850004865

distance 0.579 · cross-district

#4 · Solapurcell 4960004753

distance 0.584 · cross-district

#5 · Punecell 4900005926

distance 0.602 · cross-district

#6 · Bhandaracell 4710001726

distance 0.604 · cross-district

#7 · Ahmednagarcell 4660005468

distance 0.616 · cross-district

#8 · Dharashivcell 4880004970

distance 0.623 · cross-district

#9 · Laturcell 4810001786

distance 0.629 · cross-district

#10 · Sataracell 4940000833

distance 0.629 · cross-district

#11 · Gadchirolicell 4750009105

distance 0.633 · cross-district

#12 · Ahmednagarcell 4660001335

distance 0.633 · cross-district

#13 · Kolhapurcell 4800004416

distance 0.634 · cross-district

#14 · Nashikcell 4870005412

distance 0.635 · cross-district

#15 · Punecell 4900002012

distance 0.635 · cross-district

#16 · Nagpurcell 4840004836

distance 0.637 · cross-district

#17 · Kolhapurcell 4800004332

distance 0.639 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003639

distance 0.645 · 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":4700001054}}}'

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.