Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009035

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010504

distance 0.147 · cross-district

#2 · Wardhacell 4980003717

distance 0.178 · cross-district

#3 · Buldhanacell 4720003289

distance 0.215 · cross-district

#4 · Nandedcell 4850009013

distance 0.231

#5 · Yavatmalcell 5000005268

distance 0.231 · cross-district

#6 · Wardhacell 4980004639

distance 0.245 · cross-district

#7 · Yavatmalcell 5000005590

distance 0.254 · cross-district

#8 · Yavatmalcell 5000010495

distance 0.254 · cross-district

#9 · Akolacell 4670000149

distance 0.256 · cross-district

#10 · Yavatmalcell 5000004207

distance 0.256 · cross-district

#11 · Wardhacell 4980004746

distance 0.259 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690008494

distance 0.263 · cross-district

#13 · Wardhacell 4980004759

distance 0.265 · cross-district

#14 · Yavatmalcell 5000007289

distance 0.267 · cross-district

#15 · Yavatmalcell 5000009215

distance 0.273 · cross-district

#16 · Nagpurcell 4840005388

distance 0.274 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003719

distance 0.274 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007928

distance 0.276 · 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":4850009035}}}'

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.