Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004734

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

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005773

distance 0.266

#2 · Laturcell 4810003421

distance 0.295 · cross-district

#3 · Beedcell 4700008335

distance 0.318 · cross-district

#4 · Laturcell 4810002948

distance 0.321 · cross-district

#5 · Nandedcell 4850005265

distance 0.322

#6 · Nandedcell 4850006005

distance 0.323

#7 · Jalnacell 4790003302

distance 0.326 · cross-district

#8 · Nandedcell 4850004869

distance 0.327

#9 · Dhulecell 4740003077

distance 0.328 · cross-district

#10 · Nandedcell 4850001376

distance 0.329

#11 · Ahmednagarcell 4660011740

distance 0.333 · cross-district

#12 · Kolhapurcell 4800004345

distance 0.334 · cross-district

#13 · Dharashivcell 4880003826

distance 0.341 · cross-district

#14 · Beedcell 4700007501

distance 0.345 · cross-district

#15 · Jalnacell 4790003824

distance 0.347 · cross-district

#16 · Dhulecell 4740000874

distance 0.35 · cross-district

#17 · Dharashivcell 4880003083

distance 0.359 · cross-district

#18 · Beedcell 4700001185

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":4850004734}}}'

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.