Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002437

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002270

distance 0.083

#2 · Sanglicell 4930002271

distance 0.088

#3 · Sanglicell 4930001621

distance 0.109

#4 · Sanglicell 4930003986

distance 0.118

#5 · Sanglicell 4930003475

distance 0.122

#6 · Sanglicell 4930000985

distance 0.129

#7 · Sanglicell 4930000871

distance 0.13

#8 · Sanglicell 4930001610

distance 0.131

#9 · Sanglicell 4930000580

distance 0.132

#10 · Sanglicell 4930003294

distance 0.132

#11 · Laturcell 4810002497

distance 0.136 · cross-district

#12 · Sanglicell 4930003470

distance 0.137

#13 · Sanglicell 4930002109

distance 0.141

#14 · Dharashivcell 4880005224

distance 0.141 · cross-district

#15 · Beedcell 4700003699

distance 0.141 · cross-district

#16 · Sanglicell 4930001340

distance 0.142

#17 · Dharashivcell 4880005130

distance 0.143 · cross-district

#18 · Sanglicell 4930004020

distance 0.144

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":4930002437}}}'

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.