Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003721

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003712

distance 0.166

#2 · Laturcell 4810004025

distance 0.17

#3 · Laturcell 4810004029

distance 0.175

#4 · Laturcell 4810003416

distance 0.175

#5 · Laturcell 4810003708

distance 0.18

#6 · Laturcell 4810004323

distance 0.185

#7 · Laturcell 4810003211

distance 0.19

#8 · Laturcell 4810004321

distance 0.191

#9 · Laturcell 4810003713

distance 0.197

#10 · Laturcell 4810003315

distance 0.199

#11 · Laturcell 4810001971

distance 0.199

#12 · Laturcell 4810001164

distance 0.2

#13 · Nandedcell 4850000928

distance 0.2 · cross-district

#14 · Laturcell 4810003313

distance 0.201

#15 · Dharashivcell 4880001840

distance 0.201 · cross-district

#16 · Laturcell 4810003312

distance 0.201

#17 · Laturcell 4810004123

distance 0.202

#18 · Laturcell 4810003925

distance 0.202

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":4810003721}}}'

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.