Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003321

The MH-36 locality cells most similar to this Latur 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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.435

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003271

distance 0.435

#2 · Amravaticell 4680001610

distance 0.45 · cross-district

#3 · Wardhacell 4980002487

distance 0.479 · cross-district

#4 · Jalnacell 4790003872

distance 0.48 · cross-district

#5 · Nandedcell 4850007919

distance 0.483 · cross-district

#6 · Sanglicell 4930000465

distance 0.491 · cross-district

#7 · Jalnacell 4790003959

distance 0.495 · cross-district

#8 · Parbhanicell 4890002756

distance 0.508 · cross-district

#9 · Chandrapurcell 4730001951

distance 0.508 · cross-district

#10 · Laturcell 4810005817

distance 0.509

#11 · Nagpurcell 4840003959

distance 0.515 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002274

distance 0.517 · cross-district

#13 · Nashikcell 4870011096

distance 0.517 · cross-district

#14 · Jalnacell 4790003785

distance 0.521 · cross-district

#15 · Kolhapurcell 4800003805

distance 0.524 · cross-district

#16 · Akolacell 4670001921

distance 0.53 · cross-district

#17 · Akolacell 4670002151

distance 0.531 · cross-district

#18 · Sanglicell 4930000218

distance 0.535 · 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":481,"cluster_id":4810003321}}}'

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.