Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003465

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003763

distance 0.063

#2 · Laturcell 4810003960

distance 0.107

#3 · Laturcell 4810003350

distance 0.124

#4 · Laturcell 4810003563

distance 0.13

#5 · Laturcell 4810003464

distance 0.13

#6 · Laturcell 4810003664

distance 0.133

#7 · Laturcell 4810003758

distance 0.136

#8 · Laturcell 4810004460

distance 0.138

#9 · Laturcell 4810003754

distance 0.141

#10 · Laturcell 4810003959

distance 0.141

#11 · Laturcell 4810003648

distance 0.142

#12 · Laturcell 4810003559

distance 0.142

#13 · Solapurcell 4960011358

distance 0.142 · cross-district

#14 · Laturcell 4810003967

distance 0.143

#15 · Beedcell 4700000485

distance 0.146 · cross-district

#16 · Laturcell 4810003564

distance 0.151

#17 · Dharashivcell 4880005672

distance 0.152 · cross-district

#18 · Dharashivcell 4880002271

distance 0.154 · 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":4810003465}}}'

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.