Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008799

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007014

distance 0.239 · cross-district

#2 · Nandedcell 4850008878

distance 0.248

#3 · Beedcell 4700007660

distance 0.269 · cross-district

#4 · Nandedcell 4850002586

distance 0.281

#5 · Beedcell 4700008560

distance 0.284 · cross-district

#6 · Amravaticell 4680001656

distance 0.288 · cross-district

#7 · Parbhanicell 4890002741

distance 0.292 · cross-district

#8 · Buldhanacell 4720000388

distance 0.3 · cross-district

#9 · Beedcell 4700008112

distance 0.303 · cross-district

#10 · Solapurcell 4960005445

distance 0.311 · cross-district

#11 · Jalnacell 4790001272

distance 0.315 · cross-district

#12 · Beedcell 4700008635

distance 0.316 · cross-district

#13 · Yavatmalcell 5000005561

distance 0.318 · cross-district

#14 · Beedcell 4700007332

distance 0.32 · cross-district

#15 · Yavatmalcell 5000005152

distance 0.326 · cross-district

#16 · Beedcell 4700005394

distance 0.327 · cross-district

#17 · Beedcell 4700008747

distance 0.328 · cross-district

#18 · Wardhacell 4980003943

distance 0.328 · 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":4850008799}}}'

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.