Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005676

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011811

distance 0.263 · cross-district

#2 · Nandedcell 4850006281

distance 0.273

#3 · Akolacell 4670001392

distance 0.276 · cross-district

#4 · Yavatmalcell 5000000860

distance 0.276 · cross-district

#5 · Solapurcell 4960011726

distance 0.286 · cross-district

#6 · Nandedcell 4850005677

distance 0.291

#7 · Punecell 4900004189

distance 0.291 · cross-district

#8 · Washimcell 4990002294

distance 0.293 · cross-district

#9 · Beedcell 4700008390

distance 0.298 · cross-district

#10 · Nandedcell 4850002769

distance 0.301

#11 · Laturcell 4810003085

distance 0.302 · cross-district

#12 · Punecell 4900002791

distance 0.303 · cross-district

#13 · Nandedcell 4850003860

distance 0.303

#14 · Laturcell 4810002983

distance 0.304 · cross-district

#15 · Beedcell 4700007630

distance 0.305 · cross-district

#16 · Nandedcell 4850002768

distance 0.306

#17 · Laturcell 4810003294

distance 0.31 · cross-district

#18 · Buldhanacell 4720005635

distance 0.31 · 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":485,"cluster_id":4850005676}}}'

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.