Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002909

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002748

distance 0.111

#2 · Sanglicell 4930002568

distance 0.119

#3 · Sanglicell 4930001442

distance 0.153

#4 · Beedcell 4700000736

distance 0.166 · cross-district

#5 · Beedcell 4700000427

distance 0.167 · cross-district

#6 · Laturcell 4810002654

distance 0.168 · cross-district

#7 · Laturcell 4810002647

distance 0.171 · cross-district

#8 · Kolhapurcell 4800004459

distance 0.171 · cross-district

#9 · Sanglicell 4930000075

distance 0.172

#10 · Sanglicell 4930001741

distance 0.174

#11 · Laturcell 4810002473

distance 0.175 · cross-district

#12 · Sanglicell 4930001440

distance 0.176

#13 · Sanglicell 4930001907

distance 0.177

#14 · Dharashivcell 4880002449

distance 0.179 · cross-district

#15 · Laturcell 4810003550

distance 0.184 · cross-district

#16 · Sanglicell 4930003609

distance 0.185

#17 · Laturcell 4810000517

distance 0.187 · cross-district

#18 · Sanglicell 4930002430

distance 0.187

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":4930002909}}}'

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.