Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007361

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001151

distance 0.285 · cross-district

#2 · Yavatmalcell 5000000994

distance 0.285 · cross-district

#3 · Nandedcell 4850007495

distance 0.286

#4 · Washimcell 4990002040

distance 0.307 · cross-district

#5 · Parbhanicell 4890002630

distance 0.312 · cross-district

#6 · Beedcell 4700008951

distance 0.316 · cross-district

#7 · Nandedcell 4850007554

distance 0.319

#8 · Nandedcell 4850007429

distance 0.323

#9 · Ahmednagarcell 4660013998

distance 0.326 · cross-district

#10 · Nandedcell 4850002683

distance 0.335

#11 · Parbhanicell 4890002712

distance 0.336 · cross-district

#12 · Parbhanicell 4890002628

distance 0.336 · cross-district

#13 · Laturcell 4810003174

distance 0.338 · cross-district

#14 · Nandedcell 4850006485

distance 0.338

#15 · Nandedcell 4850008826

distance 0.343

#16 · Chandrapurcell 4730002634

distance 0.348 · cross-district

#17 · Nandedcell 4850008621

distance 0.348

#18 · Washimcell 4990002779

distance 0.351 · 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":4850007361}}}'

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.