Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001307

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000860

distance 0.223

#2 · Kolhapurcell 4800005907

distance 0.224 · cross-district

#3 · Sanglicell 4930000658

distance 0.241

#4 · Ahmednagarcell 4660014325

distance 0.244 · cross-district

#5 · Sanglicell 4930002725

distance 0.254

#6 · Ahmednagarcell 4660003124

distance 0.255 · cross-district

#7 · Solapurcell 4960004119

distance 0.26 · cross-district

#8 · Jalgaoncell 4780003800

distance 0.262 · cross-district

#9 · Sanglicell 4930000569

distance 0.263

#10 · Beedcell 4700007579

distance 0.264 · cross-district

#11 · Solapurcell 4960005897

distance 0.267 · cross-district

#12 · Laturcell 4810002291

distance 0.268 · cross-district

#13 · Kolhapurcell 4800004182

distance 0.268 · cross-district

#14 · Ahmednagarcell 4660005257

distance 0.274 · cross-district

#15 · Kolhapurcell 4800005835

distance 0.275 · cross-district

#16 · Kolhapurcell 4800005373

distance 0.276 · cross-district

#17 · Beedcell 4700004923

distance 0.276 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000232

distance 0.277 · 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":4930001307}}}'

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.