Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004533

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004405

distance 0.193

#2 · Beedcell 4700001155

distance 0.204 · cross-district

#3 · Nandedcell 4850004328

distance 0.205

#4 · Nandedcell 4850004470

distance 0.205

#5 · Nandedcell 4850004473

distance 0.205

#6 · Hingolicell 4770000093

distance 0.206 · cross-district

#7 · Jalnacell 4790003814

distance 0.209 · cross-district

#8 · Beedcell 4700000386

distance 0.216 · cross-district

#9 · Laturcell 4810003067

distance 0.22 · cross-district

#10 · Nandedcell 4850005399

distance 0.223

#11 · Laturcell 4810003890

distance 0.223 · cross-district

#12 · Laturcell 4810004129

distance 0.225 · cross-district

#13 · Nandedcell 4850005323

distance 0.225

#14 · Laturcell 4810004221

distance 0.226 · cross-district

#15 · Nandedcell 4850005530

distance 0.228

#16 · Nandedcell 4850004527

distance 0.228

#17 · Laturcell 4810003991

distance 0.233 · cross-district

#18 · Nashikcell 4870011919

distance 0.233 · 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":4850004533}}}'

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.