Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002444

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.329

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002537

distance 0.329

#2 · Sanglicell 4930003314

distance 0.353 · cross-district

#3 · Ahmednagarcell 4660011283

distance 0.366 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000301

distance 0.366 · cross-district

#5 · Ahmednagarcell 4660011120

distance 0.37 · cross-district

#6 · Nandedcell 4850002539

distance 0.386

#7 · Nandedcell 4850002625

distance 0.399

#8 · Ahmednagarcell 4660010804

distance 0.401 · cross-district

#9 · Ahmednagarcell 4660012400

distance 0.407 · cross-district

#10 · Ahmednagarcell 4660010636

distance 0.41 · cross-district

#11 · Wardhacell 4980003767

distance 0.424 · cross-district

#12 · Beedcell 4700004799

distance 0.427 · cross-district

#13 · Ahmednagarcell 4660010472

distance 0.434 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000405

distance 0.435 · cross-district

#15 · Yavatmalcell 5000001877

distance 0.435 · cross-district

#16 · Yavatmalcell 5000000988

distance 0.436 · cross-district

#17 · Amravaticell 4680007392

distance 0.438 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000734

distance 0.439 · 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":4850002444}}}'

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.