Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003475

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003572

distance 0.238

#2 · Laturcell 4810001570

distance 0.253

#3 · Akolacell 4670001703

distance 0.282 · cross-district

#4 · Nagpurcell 4840004496

distance 0.295 · cross-district

#5 · Nashikcell 4870011564

distance 0.301 · cross-district

#6 · Solapurcell 4960011345

distance 0.302 · cross-district

#7 · Kolhapurcell 4800004016

distance 0.307 · cross-district

#8 · Nagpurcell 4840002706

distance 0.308 · cross-district

#9 · Kolhapurcell 4800005376

distance 0.315 · cross-district

#10 · Laturcell 4810002672

distance 0.318

#11 · Dhulecell 4740000619

distance 0.319 · cross-district

#12 · Laturcell 4810002652

distance 0.32

#13 · Jalgaoncell 4780005930

distance 0.322 · cross-district

#14 · Jalgaoncell 4780005621

distance 0.323 · cross-district

#15 · Kolhapurcell 4800004879

distance 0.327 · cross-district

#16 · Solapurcell 4960011023

distance 0.328 · cross-district

#17 · Laturcell 4810003568

distance 0.329

#18 · Nagpurcell 4840004478

distance 0.331 · 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":4810003475}}}'

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.