Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000521

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001462

distance 0.177

#2 · Solapurcell 4960004632

distance 0.188 · cross-district

#3 · Laturcell 4810002064

distance 0.199

#4 · Laturcell 4810001216

distance 0.204

#5 · Laturcell 4810004336

distance 0.204

#6 · Dharashivcell 4880003242

distance 0.205 · cross-district

#7 · Laturcell 4810001804

distance 0.206

#8 · Nandedcell 4850000465

distance 0.208 · cross-district

#9 · Dharashivcell 4880005585

distance 0.208 · cross-district

#10 · Laturcell 4810002211

distance 0.211

#11 · Laturcell 4810001327

distance 0.212

#12 · Dharashivcell 4880003237

distance 0.212 · cross-district

#13 · Laturcell 4810002929

distance 0.213

#14 · Dharashivcell 4880001348

distance 0.213 · cross-district

#15 · Kolhapurcell 4800004099

distance 0.213 · cross-district

#16 · Laturcell 4810002859

distance 0.213

#17 · Jalnacell 4790000009

distance 0.214 · cross-district

#18 · Laturcell 4810003022

distance 0.217

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":4810000521}}}'

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.