Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003450

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002849

distance 0.132

#2 · Dharashivcell 4880004297

distance 0.132 · cross-district

#3 · Dharashivcell 4880004379

distance 0.143 · cross-district

#4 · Laturcell 4810002031

distance 0.145

#5 · Dharashivcell 4880004295

distance 0.147 · cross-district

#6 · Laturcell 4810002663

distance 0.166

#7 · Laturcell 4810004453

distance 0.169

#8 · Beedcell 4700000037

distance 0.169 · cross-district

#9 · Dharashivcell 4880005502

distance 0.169 · cross-district

#10 · Beedcell 4700000147

distance 0.172 · cross-district

#11 · Dharashivcell 4880001433

distance 0.174 · cross-district

#12 · Laturcell 4810004558

distance 0.177

#13 · Kolhapurcell 4800004776

distance 0.182 · cross-district

#14 · Laturcell 4810003550

distance 0.19

#15 · Laturcell 4810001717

distance 0.19

#16 · Sanglicell 4930000825

distance 0.191 · cross-district

#17 · Laturcell 4810000266

distance 0.191

#18 · Laturcell 4810002122

distance 0.194

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":4810003450}}}'

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.