Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810001607

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001060

distance 0.156

#2 · Laturcell 4810000968

distance 0.158

#3 · Laturcell 4810001638

distance 0.2

#4 · Beedcell 4700001461

distance 0.211 · cross-district

#5 · Dharashivcell 4880000066

distance 0.218 · cross-district

#6 · Laturcell 4810000411

distance 0.218

#7 · Beedcell 4700008001

distance 0.219 · cross-district

#8 · Solapurcell 4960006186

distance 0.22 · cross-district

#9 · Laturcell 4810001810

distance 0.22

#10 · Laturcell 4810003232

distance 0.221

#11 · Washimcell 4990003862

distance 0.225 · cross-district

#12 · Laturcell 4810000036

distance 0.227

#13 · Sanglicell 4930000135

distance 0.229 · cross-district

#14 · Laturcell 4810001333

distance 0.229

#15 · Beedcell 4700000681

distance 0.231 · cross-district

#16 · Solapurcell 4960000706

distance 0.231 · cross-district

#17 · Sanglicell 4930001435

distance 0.234 · cross-district

#18 · Sanglicell 4930000173

distance 0.234 · 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":4810001607}}}'

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.