Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005682

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

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005599

distance 0.261

#2 · Nandedcell 4850008074

distance 0.268

#3 · Nandedcell 4850004988

distance 0.281

#4 · Nandedcell 4850005126

distance 0.295

#5 · Beedcell 4700005456

distance 0.298 · cross-district

#6 · Kolhapurcell 4800004413

distance 0.306 · cross-district

#7 · Nandedcell 4850004803

distance 0.309

#8 · Laturcell 4810003688

distance 0.316 · cross-district

#9 · Kolhapurcell 4800005373

distance 0.317 · cross-district

#10 · Kolhapurcell 4800005015

distance 0.318 · cross-district

#11 · Nandedcell 4850006004

distance 0.32

#12 · Nashikcell 4870012348

distance 0.32 · cross-district

#13 · Nandedcell 4850005768

distance 0.332

#14 · Kolhapurcell 4800004182

distance 0.334 · cross-district

#15 · Laturcell 4810003316

distance 0.334 · cross-district

#16 · Parbhanicell 4890003255

distance 0.334 · cross-district

#17 · Kolhapurcell 4800004864

distance 0.335 · cross-district

#18 · Sanglicell 4930000148

distance 0.338 · 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":4850005682}}}'

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.