Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000714

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005116

distance 0.181 · cross-district

#2 · Dharashivcell 4880002562

distance 0.209 · cross-district

#3 · Solapurcell 4960000160

distance 0.214 · cross-district

#4 · Sanglicell 4930000620

distance 0.233

#5 · Chhatrapati Sambhajinagarcell 4690004612

distance 0.239 · cross-district

#6 · Beedcell 4700000187

distance 0.242 · cross-district

#7 · Laturcell 4810001376

distance 0.243 · cross-district

#8 · Beedcell 4700002184

distance 0.247 · cross-district

#9 · Sanglicell 4930003459

distance 0.251

#10 · Solapurcell 4960004629

distance 0.251 · cross-district

#11 · Solapurcell 4960011370

distance 0.253 · cross-district

#12 · Solapurcell 4960004861

distance 0.253 · cross-district

#13 · Buldhanacell 4720000211

distance 0.257 · cross-district

#14 · Ahmednagarcell 4660011569

distance 0.257 · cross-district

#15 · Solapurcell 4960003556

distance 0.259 · cross-district

#16 · Dharashivcell 4880001669

distance 0.262 · cross-district

#17 · Sanglicell 4930002401

distance 0.265

#18 · Sanglicell 4930001036

distance 0.265

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":4930000714}}}'

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.