Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003479

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005456

distance 0.314 · cross-district

#2 · Laturcell 4810003576

distance 0.325

#3 · Kolhapurcell 4800004408

distance 0.342 · cross-district

#4 · Laturcell 4810003688

distance 0.36

#5 · Laturcell 4810003482

distance 0.368

#6 · Nandedcell 4850006004

distance 0.373 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.378 · cross-district

#8 · Amravaticell 4680002992

distance 0.384 · cross-district

#9 · Laturcell 4810003374

distance 0.389

#10 · Nandedcell 4850005682

distance 0.39 · cross-district

#11 · Sanglicell 4930002200

distance 0.391 · cross-district

#12 · Sataracell 4940005219

distance 0.393 · cross-district

#13 · Laturcell 4810002411

distance 0.394

#14 · Akolacell 4670001770

distance 0.401 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005143

distance 0.407 · cross-district

#16 · Nandedcell 4850005692

distance 0.409 · cross-district

#17 · Akolacell 4670001994

distance 0.416 · cross-district

#18 · Kolhapurcell 4800002729

distance 0.423 · 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":4810003479}}}'

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.