Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008780

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

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008639

distance 0.258

#2 · Beedcell 4700003422

distance 0.287 · cross-district

#3 · Yavatmalcell 5000001295

distance 0.311 · cross-district

#4 · Laturcell 4810003821

distance 0.313 · cross-district

#5 · Kolhapurcell 4800003136

distance 0.32 · cross-district

#6 · Nandedcell 4850005025

distance 0.327

#7 · Nandedcell 4850008429

distance 0.333

#8 · Nandedcell 4850008183

distance 0.334

#9 · Nandedcell 4850008873

distance 0.335

#10 · Gadchirolicell 4750003844

distance 0.335 · cross-district

#11 · Yavatmalcell 5000004851

distance 0.338 · cross-district

#12 · Nandedcell 4850005967

distance 0.357

#13 · Nandedcell 4850005223

distance 0.359

#14 · Nandedcell 4850008379

distance 0.36

#15 · Nandedcell 4850007868

distance 0.36

#16 · Beedcell 4700003249

distance 0.36 · cross-district

#17 · Beedcell 4700003723

distance 0.363 · cross-district

#18 · Beedcell 4700002952

distance 0.363 · 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":4850008780}}}'

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.