Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000712

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000246

distance 0.095

#2 · Laturcell 4810000870

distance 0.103

#3 · Laturcell 4810001075

distance 0.114

#4 · Dharashivcell 4880002266

distance 0.114 · cross-district

#5 · Dharashivcell 4880005214

distance 0.124 · cross-district

#6 · Laturcell 4810002165

distance 0.13

#7 · Laturcell 4810000099

distance 0.131

#8 · Laturcell 4810001616

distance 0.132

#9 · Laturcell 4810000123

distance 0.138

#10 · Laturcell 4810001875

distance 0.139

#11 · Laturcell 4810002600

distance 0.141

#12 · Laturcell 4810001522

distance 0.142

#13 · Laturcell 4810000236

distance 0.144

#14 · Laturcell 4810000240

distance 0.15

#15 · Laturcell 4810001476

distance 0.15

#16 · Laturcell 4810000133

distance 0.151

#17 · Laturcell 4810001621

distance 0.151

#18 · Laturcell 4810000636

distance 0.151

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":4810000712}}}'

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.