Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006227

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

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007444

distance 0.306

#2 · Parbhanicell 4890000803

distance 0.324 · cross-district

#3 · Beedcell 4700007770

distance 0.346 · cross-district

#4 · Nandedcell 4850005168

distance 0.35

#5 · Solapurcell 4960004292

distance 0.35 · cross-district

#6 · Nandedcell 4850004587

distance 0.353

#7 · Nandedcell 4850007690

distance 0.36

#8 · Nandedcell 4850003801

distance 0.368

#9 · Laturcell 4810005800

distance 0.373 · cross-district

#10 · Ahmednagarcell 4660001608

distance 0.373 · cross-district

#11 · Nandedcell 4850004760

distance 0.375

#12 · Nandedcell 4850008826

distance 0.38

#13 · Laturcell 4810004493

distance 0.38 · cross-district

#14 · Beedcell 4700002335

distance 0.381 · cross-district

#15 · Nandedcell 4850003042

distance 0.384

#16 · Sanglicell 4930002448

distance 0.384 · cross-district

#17 · Nandedcell 4850002684

distance 0.386

#18 · Jalgaoncell 4780007326

distance 0.388 · 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":4850006227}}}'

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.