Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004161

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005512

distance 0.093

#2 · Sanglicell 4930003831

distance 0.106

#3 · Sanglicell 4930004327

distance 0.118

#4 · Solapurcell 4960000919

distance 0.118 · cross-district

#5 · Sanglicell 4930004328

distance 0.123

#6 · Sanglicell 4930005403

distance 0.124

#7 · Sanglicell 4930004326

distance 0.125

#8 · Sanglicell 4930004613

distance 0.127

#9 · Solapurcell 4960000910

distance 0.127 · cross-district

#10 · Sanglicell 4930004760

distance 0.128

#11 · Sanglicell 4930004620

distance 0.13

#12 · Sanglicell 4930005391

distance 0.132

#13 · Sanglicell 4930003306

distance 0.132

#14 · Sanglicell 4930004325

distance 0.134

#15 · Sanglicell 4930002977

distance 0.135

#16 · Sanglicell 4930004176

distance 0.135

#17 · Solapurcell 4960000620

distance 0.135 · cross-district

#18 · Sanglicell 4930002971

distance 0.137

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":4930004161}}}'

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.