Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005621

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005799

distance 0.217

#2 · Sataracell 4940000554

distance 0.236 · cross-district

#3 · Sanglicell 4930005711

distance 0.238

#4 · Sanglicell 4930001829

distance 0.242

#5 · Sataracell 4940000042

distance 0.255 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690004375

distance 0.256 · cross-district

#7 · Sataracell 4940002674

distance 0.258 · cross-district

#8 · Amravaticell 4680009736

distance 0.26 · cross-district

#9 · Sanglicell 4930005713

distance 0.261

#10 · Chhatrapati Sambhajinagarcell 4690004467

distance 0.262 · cross-district

#11 · Sataracell 4940001714

distance 0.263 · cross-district

#12 · Sanglicell 4930004031

distance 0.266

#13 · Sanglicell 4930004964

distance 0.267

#14 · Sanglicell 4930005875

distance 0.27

#15 · Sanglicell 4930004963

distance 0.272

#16 · Sanglicell 4930005292

distance 0.273

#17 · Sataracell 4940000611

distance 0.277 · cross-district

#18 · Sataracell 4940002442

distance 0.281 · 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":4930005621}}}'

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.