Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004477

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004677

distance 0.19

#2 · Nandedcell 4850004478

distance 0.212

#3 · Nandedcell 4850004542

distance 0.226

#4 · Nandedcell 4850004609

distance 0.254

#5 · Parbhanicell 4890001710

distance 0.266 · cross-district

#6 · Punecell 4900002798

distance 0.276 · cross-district

#7 · Ahmednagarcell 4660007917

distance 0.297 · cross-district

#8 · Nandedcell 4850004661

distance 0.298

#9 · Beedcell 4700004065

distance 0.303 · cross-district

#10 · Punecell 4900002650

distance 0.318 · cross-district

#11 · Ahmednagarcell 4660003367

distance 0.323 · cross-district

#12 · Ahmednagarcell 4660008386

distance 0.324 · cross-district

#13 · Ahmednagarcell 4660008530

distance 0.328 · cross-district

#14 · Sataracell 4940003165

distance 0.345 · cross-district

#15 · Sataracell 4940003358

distance 0.352 · cross-district

#16 · Beedcell 4700005881

distance 0.357 · cross-district

#17 · Nandedcell 4850004140

distance 0.358

#18 · Nashikcell 4870011445

distance 0.359 · 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":4850004477}}}'

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.