Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002813

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002679

distance 0.19

#2 · Laturcell 4810002777

distance 0.192

#3 · Laturcell 4810004782

distance 0.204

#4 · Laturcell 4810004361

distance 0.216

#5 · Laturcell 4810002765

distance 0.218

#6 · Solapurcell 4960011618

distance 0.223 · cross-district

#7 · Laturcell 4810002618

distance 0.226

#8 · Laturcell 4810002961

distance 0.228

#9 · Laturcell 4810002704

distance 0.231

#10 · Laturcell 4810003352

distance 0.236

#11 · Sanglicell 4930002054

distance 0.239 · cross-district

#12 · Laturcell 4810002692

distance 0.241

#13 · Laturcell 4810003937

distance 0.241

#14 · Nandedcell 4850002287

distance 0.243 · cross-district

#15 · Laturcell 4810000531

distance 0.244

#16 · Washimcell 4990001406

distance 0.245 · cross-district

#17 · Laturcell 4810005060

distance 0.245

#18 · Laturcell 4810002356

distance 0.247

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":4810002813}}}'

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.