Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003420

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003414

distance 0.143

#2 · Laturcell 4810003507

distance 0.164

#3 · Laturcell 4810004324

distance 0.173

#4 · Laturcell 4810004527

distance 0.175

#5 · Laturcell 4810004026

distance 0.183

#6 · Laturcell 4810005189

distance 0.191

#7 · Laturcell 4810003411

distance 0.199

#8 · Laturcell 4810004428

distance 0.199

#9 · Laturcell 4810003908

distance 0.203

#10 · Laturcell 4810003620

distance 0.205

#11 · Nandedcell 4850004401

distance 0.207 · cross-district

#12 · Laturcell 4810003418

distance 0.212

#13 · Laturcell 4810003210

distance 0.213

#14 · Laturcell 4810004924

distance 0.219

#15 · Laturcell 4810003523

distance 0.222

#16 · Laturcell 4810004334

distance 0.223

#17 · Laturcell 4810003623

distance 0.224

#18 · Laturcell 4810005518

distance 0.224

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":4810003420}}}'

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.