Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001186

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000984

distance 0.098 · cross-district

#2 · Beedcell 4700001707

distance 0.105 · cross-district

#3 · Sanglicell 4930002748

distance 0.126

#4 · Sanglicell 4930002568

distance 0.136

#5 · Sanglicell 4930002752

distance 0.139

#6 · Kolhapurcell 4800005890

distance 0.141 · cross-district

#7 · Beedcell 4700001866

distance 0.143 · cross-district

#8 · Sanglicell 4930000494

distance 0.144

#9 · Ahmednagarcell 4660001215

distance 0.151 · cross-district

#10 · Beedcell 4700002177

distance 0.155 · cross-district

#11 · Ahmednagarcell 4660000612

distance 0.157 · cross-district

#12 · Beedcell 4700001860

distance 0.159 · cross-district

#13 · Beedcell 4700000749

distance 0.159 · cross-district

#14 · Sanglicell 4930001743

distance 0.165

#15 · Sanglicell 4930001442

distance 0.166

#16 · Ahmednagarcell 4660011420

distance 0.166 · cross-district

#17 · Sanglicell 4930000825

distance 0.17

#18 · Ahmednagarcell 4660011582

distance 0.17 · 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":4930001186}}}'

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.