Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002782

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002275

distance 0.052

#2 · Sanglicell 4930003954

distance 0.119

#3 · Sanglicell 4930002783

distance 0.145

#4 · Dharashivcell 4880002550

distance 0.151 · cross-district

#5 · Sanglicell 4930003474

distance 0.154

#6 · Sanglicell 4930002431

distance 0.155

#7 · Dharashivcell 4880002510

distance 0.156 · cross-district

#8 · Dharashivcell 4880001391

distance 0.163 · cross-district

#9 · Sanglicell 4930002776

distance 0.164

#10 · Dharashivcell 4880001653

distance 0.167 · cross-district

#11 · Dharashivcell 4880001479

distance 0.168 · cross-district

#12 · Beedcell 4700006100

distance 0.169 · cross-district

#13 · Beedcell 4700003529

distance 0.171 · cross-district

#14 · Laturcell 4810000497

distance 0.173 · cross-district

#15 · Dharashivcell 4880001730

distance 0.174 · cross-district

#16 · Beedcell 4700004913

distance 0.174 · cross-district

#17 · Sanglicell 4930002472

distance 0.175

#18 · Dharashivcell 4880001854

distance 0.175 · 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":493,"cluster_id":4930002782}}}'

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.