Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003496

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000212

distance 0.223 · cross-district

#2 · Hingolicell 4770001306

distance 0.228 · cross-district

#3 · Nandedcell 4850004188

distance 0.238 · cross-district

#4 · Laturcell 4810004393

distance 0.247

#5 · Washimcell 4990002284

distance 0.254 · cross-district

#6 · Kolhapurcell 4800005827

distance 0.256 · cross-district

#7 · Laturcell 4810002243

distance 0.261

#8 · Nandedcell 4850004392

distance 0.261 · cross-district

#9 · Dharashivcell 4880004446

distance 0.263 · cross-district

#10 · Jalnacell 4790000131

distance 0.267 · cross-district

#11 · Laturcell 4810000070

distance 0.268

#12 · Nandedcell 4850006699

distance 0.268 · cross-district

#13 · Laturcell 4810004793

distance 0.268

#14 · Beedcell 4700000281

distance 0.271 · cross-district

#15 · Washimcell 4990003532

distance 0.272 · cross-district

#16 · Kolhapurcell 4800005542

distance 0.273 · cross-district

#17 · Laturcell 4810001099

distance 0.274

#18 · Laturcell 4810002074

distance 0.274

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":4810003496}}}'

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.