Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004939

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

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003930

distance 0.289

#2 · Nandedcell 4850006198

distance 0.304

#3 · Nandedcell 4850004732

distance 0.335

#4 · Laturcell 4810004723

distance 0.336 · cross-district

#5 · Nandedcell 4850004588

distance 0.342

#6 · Nandedcell 4850004413

distance 0.352

#7 · Washimcell 4990003556

distance 0.362 · cross-district

#8 · Laturcell 4810003605

distance 0.367 · cross-district

#9 · Nandedcell 4850004269

distance 0.371

#10 · Punecell 4900007261

distance 0.371 · cross-district

#11 · Laturcell 4810004883

distance 0.374 · cross-district

#12 · Parbhanicell 4890001788

distance 0.379 · cross-district

#13 · Laturcell 4810001491

distance 0.381 · cross-district

#14 · Nandedcell 4850004744

distance 0.387

#15 · Nandedcell 4850004476

distance 0.388

#16 · Solapurcell 4960012583

distance 0.392 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000048

distance 0.393 · cross-district

#18 · Laturcell 4810005191

distance 0.393 · 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":4850004939}}}'

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.