Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003405

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.38

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008861

distance 0.38 · cross-district

#2 · Nandedcell 4850003596

distance 0.396

#3 · Nandedcell 4850004856

distance 0.408

#4 · Sanglicell 4930002245

distance 0.418 · cross-district

#5 · Nandedcell 4850006051

distance 0.422

#6 · Dhulecell 4740002944

distance 0.422 · cross-district

#7 · Sanglicell 4930001632

distance 0.423 · cross-district

#8 · Nandedcell 4850005809

distance 0.427

#9 · Solapurcell 4960005630

distance 0.428 · cross-district

#10 · Nandedcell 4850002595

distance 0.433

#11 · Dhulecell 4740001517

distance 0.434 · cross-district

#12 · Sanglicell 4930000044

distance 0.434 · cross-district

#13 · Gadchirolicell 4750002938

distance 0.434 · cross-district

#14 · Sanglicell 4930001484

distance 0.434 · cross-district

#15 · Sanglicell 4930000064

distance 0.436 · cross-district

#16 · Nandedcell 4850002151

distance 0.438

#17 · Nandedcell 4850005536

distance 0.44

#18 · Sanglicell 4930000161

distance 0.443 · 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":4850003405}}}'

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.