Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002937

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011417

distance 0.315 · cross-district

#2 · Kolhapurcell 4800004252

distance 0.316 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001402

distance 0.323 · cross-district

#4 · Kolhapurcell 4800004094

distance 0.336 · cross-district

#5 · Laturcell 4810000901

distance 0.347 · cross-district

#6 · Nashikcell 4870006477

distance 0.348 · cross-district

#7 · Beedcell 4700001024

distance 0.354 · cross-district

#8 · Ahmednagarcell 4660012172

distance 0.355 · cross-district

#9 · Sanglicell 4930002707

distance 0.356

#10 · Ahmednagarcell 4660002587

distance 0.362 · cross-district

#11 · Parbhanicell 4890003065

distance 0.371 · cross-district

#12 · Jalnacell 4790003785

distance 0.382 · cross-district

#13 · Sanglicell 4930001138

distance 0.388

#14 · Punecell 4900005925

distance 0.396 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002698

distance 0.398 · cross-district

#16 · Nandedcell 4850004739

distance 0.399 · cross-district

#17 · Kolhapurcell 4800003537

distance 0.4 · cross-district

#18 · Beedcell 4700002728

distance 0.402 · 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":4930002937}}}'

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.