Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001921

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001922

distance 0.154

#2 · Laturcell 4810005109

distance 0.218

#3 · Laturcell 4810001189

distance 0.222

#4 · Laturcell 4810002903

distance 0.235

#5 · Laturcell 4810003045

distance 0.237

#6 · Laturcell 4810002950

distance 0.238

#7 · Laturcell 4810002469

distance 0.24

#8 · Laturcell 4810002757

distance 0.243

#9 · Laturcell 4810001264

distance 0.244

#10 · Laturcell 4810002812

distance 0.245

#11 · Nandedcell 4850002033

distance 0.247 · cross-district

#12 · Laturcell 4810003216

distance 0.249

#13 · Laturcell 4810003054

distance 0.25

#14 · Laturcell 4810002726

distance 0.25

#15 · Laturcell 4810003481

distance 0.25

#16 · Laturcell 4810003529

distance 0.252

#17 · Laturcell 4810004361

distance 0.252

#18 · Laturcell 4810002257

distance 0.252

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":4810001921}}}'

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.