Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008459

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008375

distance 0.27

#2 · Yavatmalcell 5000003970

distance 0.271 · cross-district

#3 · Buldhanacell 4720002691

distance 0.278 · cross-district

#4 · Buldhanacell 4720002912

distance 0.282 · cross-district

#5 · Washimcell 4990003258

distance 0.283 · cross-district

#6 · Nandedcell 4850003452

distance 0.291

#7 · Akolacell 4670000016

distance 0.292 · cross-district

#8 · Nandedcell 4850008144

distance 0.295

#9 · Nandedcell 4850002397

distance 0.314

#10 · Nandedcell 4850008571

distance 0.315

#11 · Yavatmalcell 5000000222

distance 0.318 · cross-district

#12 · Beedcell 4700005072

distance 0.319 · cross-district

#13 · Beedcell 4700007871

distance 0.319 · cross-district

#14 · Nandedcell 4850008071

distance 0.32

#15 · Nandedcell 4850007666

distance 0.32

#16 · Yavatmalcell 5000002457

distance 0.32 · cross-district

#17 · Nandedcell 4850008746

distance 0.322

#18 · Nandedcell 4850003674

distance 0.327

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":4850008459}}}'

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.