Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004668

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006133

distance 0.283 · cross-district

#2 · Laturcell 4810003320

distance 0.295 · cross-district

#3 · Ahmednagarcell 4660008903

distance 0.315 · cross-district

#4 · Ahmednagarcell 4660011577

distance 0.318 · cross-district

#5 · Laturcell 4810001699

distance 0.32 · cross-district

#6 · Yavatmalcell 5000001214

distance 0.329 · cross-district

#7 · Laturcell 4810000838

distance 0.333 · cross-district

#8 · Ahmednagarcell 4660006195

distance 0.337 · cross-district

#9 · Beedcell 4700005539

distance 0.339 · cross-district

#10 · Beedcell 4700008446

distance 0.339 · cross-district

#11 · Nashikcell 4870003436

distance 0.342 · cross-district

#12 · Sanglicell 4930001911

distance 0.345 · cross-district

#13 · Parbhanicell 4890000585

distance 0.346 · cross-district

#14 · Ahmednagarcell 4660006787

distance 0.351 · cross-district

#15 · Nandedcell 4850003370

distance 0.351

#16 · Nandedcell 4850005337

distance 0.352

#17 · Ahmednagarcell 4660009076

distance 0.352 · cross-district

#18 · Nandedcell 4850005330

distance 0.353

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":4850004668}}}'

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.