Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004328

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004471

distance 0.066

#2 · Sanglicell 4930005789

distance 0.083

#3 · Sanglicell 4930004176

distance 0.084

#4 · Sanglicell 4930004768

distance 0.088

#5 · Solapurcell 4960000919

distance 0.091 · cross-district

#6 · Solapurcell 4960000837

distance 0.099 · cross-district

#7 · Sanglicell 4930005512

distance 0.102

#8 · Sanglicell 4930004477

distance 0.103

#9 · Sanglicell 4930004908

distance 0.104

#10 · Sanglicell 4930004327

distance 0.105

#11 · Sanglicell 4930004888

distance 0.105

#12 · Sanglicell 4930005391

distance 0.106

#13 · Sanglicell 4930005517

distance 0.107

#14 · Sanglicell 4930003142

distance 0.112

#15 · Solapurcell 4960000689

distance 0.115 · cross-district

#16 · Solapurcell 4960000427

distance 0.115 · cross-district

#17 · Sanglicell 4930005945

distance 0.116

#18 · Sanglicell 4930004626

distance 0.116

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":4930004328}}}'

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.