Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005842

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006562

distance 0.255

#2 · Nandedcell 4850006563

distance 0.269

#3 · Kolhapurcell 4800001190

distance 0.28 · cross-district

#4 · Kolhapurcell 4800002692

distance 0.286 · cross-district

#5 · Kolhapurcell 4800000609

distance 0.287 · cross-district

#6 · Kolhapurcell 4800000838

distance 0.289 · cross-district

#7 · Nandedcell 4850006636

distance 0.294

#8 · Nashikcell 4870008044

distance 0.3 · cross-district

#9 · Nandedcell 4850006640

distance 0.304

#10 · Nashikcell 4870000067

distance 0.304 · cross-district

#11 · Nandedcell 4850006481

distance 0.309

#12 · Parbhanicell 4890002481

distance 0.31 · cross-district

#13 · Yavatmalcell 5000003391

distance 0.311 · cross-district

#14 · Kolhapurcell 4800000502

distance 0.312 · cross-district

#15 · Parbhanicell 4890003278

distance 0.312 · cross-district

#16 · Solapurcell 4960012659

distance 0.312 · cross-district

#17 · Kolhapurcell 4800000569

distance 0.313 · cross-district

#18 · Nashikcell 4870001154

distance 0.316 · 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":4850005842}}}'

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.