Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003436

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000309

distance 0.125 · cross-district

#2 · Laturcell 4810003123

distance 0.149

#3 · Laturcell 4810003330

distance 0.162

#4 · Nandedcell 4850000399

distance 0.169 · cross-district

#5 · Nandedcell 4850000246

distance 0.177 · cross-district

#6 · Washimcell 4990001420

distance 0.18 · cross-district

#7 · Laturcell 4810003737

distance 0.18

#8 · Laturcell 4810004137

distance 0.186

#9 · Nandedcell 4850000281

distance 0.187 · cross-district

#10 · Washimcell 4990003156

distance 0.189 · cross-district

#11 · Laturcell 4810001410

distance 0.19

#12 · Washimcell 4990002512

distance 0.19 · cross-district

#13 · Washimcell 4990002503

distance 0.19 · cross-district

#14 · Nandedcell 4850000403

distance 0.194 · cross-district

#15 · Laturcell 4810003333

distance 0.194

#16 · Nandedcell 4850000603

distance 0.194 · cross-district

#17 · Washimcell 4990002339

distance 0.196 · cross-district

#18 · Nandedcell 4850000307

distance 0.196 · cross-district

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":4810003436}}}'

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.