Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001344

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000763

distance 0.126

#2 · Sanglicell 4930000666

distance 0.146

#3 · Sanglicell 4930002269

distance 0.152

#4 · Beedcell 4700001119

distance 0.171 · cross-district

#5 · Beedcell 4700003028

distance 0.174 · cross-district

#6 · Dharashivcell 4880005988

distance 0.179 · cross-district

#7 · Dharashivcell 4880003187

distance 0.181 · cross-district

#8 · Dharashivcell 4880003240

distance 0.184 · cross-district

#9 · Laturcell 4810000393

distance 0.184 · cross-district

#10 · Laturcell 4810001127

distance 0.184 · cross-district

#11 · Beedcell 4700002692

distance 0.185 · cross-district

#12 · Beedcell 4700002176

distance 0.186 · cross-district

#13 · Sanglicell 4930000878

distance 0.187

#14 · Dharashivcell 4880001898

distance 0.188 · cross-district

#15 · Laturcell 4810001540

distance 0.188 · cross-district

#16 · Beedcell 4700002698

distance 0.19 · cross-district

#17 · Laturcell 4810001473

distance 0.192 · cross-district

#18 · Dharashivcell 4880001414

distance 0.193 · 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":4930001344}}}'

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.