Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002812

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006330

distance 0.217 · cross-district

#2 · Kolhapurcell 4800006109

distance 0.322 · cross-district

#3 · Kolhapurcell 4800003794

distance 0.349 · cross-district

#4 · Kolhapurcell 4800006107

distance 0.358 · cross-district

#5 · Kolhapurcell 4800006136

distance 0.359 · cross-district

#6 · Sataracell 4940001062

distance 0.371 · cross-district

#7 · Kolhapurcell 4800004316

distance 0.38 · cross-district

#8 · Kolhapurcell 4800005130

distance 0.38 · cross-district

#9 · Sataracell 4940004952

distance 0.394 · cross-district

#10 · Kolhapurcell 4800002835

distance 0.4 · cross-district

#11 · Sanglicell 4930001352

distance 0.403

#12 · Dharashivcell 4880001897

distance 0.408 · cross-district

#13 · Beedcell 4700004067

distance 0.415 · cross-district

#14 · Kolhapurcell 4800006103

distance 0.417 · cross-district

#15 · Sataracell 4940004105

distance 0.417 · cross-district

#16 · Kolhapurcell 4800003797

distance 0.42 · cross-district

#17 · Sataracell 4940000098

distance 0.42 · cross-district

#18 · Ahmednagarcell 4660006158

distance 0.421 · 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":4930002812}}}'

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.