Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006821

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 5 distinct districts

Index confidence

0.92

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 · Nandedcell 4850006973

distance 0.197

#2 · Nandedcell 4850006809

distance 0.222

#3 · Yavatmalcell 5000001390

distance 0.222 · cross-district

#4 · Yavatmalcell 5000001636

distance 0.232 · cross-district

#5 · Yavatmalcell 5000003417

distance 0.233 · cross-district

#6 · Nandedcell 4850000698

distance 0.245

#7 · Nandedcell 4850006033

distance 0.248

#8 · Yavatmalcell 5000001206

distance 0.251 · cross-district

#9 · Nandedcell 4850006898

distance 0.253

#10 · Hingolicell 4770001055

distance 0.254 · cross-district

#11 · Hingolicell 4770001303

distance 0.254 · cross-district

#12 · Yavatmalcell 5000001661

distance 0.257 · cross-district

#13 · Yavatmalcell 5000001446

distance 0.258 · cross-district

#14 · Nandedcell 4850006810

distance 0.259

#15 · Yavatmalcell 5000001231

distance 0.26 · cross-district

#16 · Gadchirolicell 4750005996

distance 0.26 · cross-district

#17 · Hingolicell 4770003681

distance 0.263 · cross-district

#18 · Washimcell 4990002494

distance 0.267 · 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":4850006821}}}'

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.