Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002707

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002369

distance 0.349

#2 · Sanglicell 4930002537

distance 0.354

#3 · Sanglicell 4930002937

distance 0.356

#4 · Beedcell 4700002728

distance 0.36 · cross-district

#5 · Beedcell 4700005258

distance 0.36 · cross-district

#6 · Beedcell 4700001024

distance 0.362 · cross-district

#7 · Solapurcell 4960010047

distance 0.362 · cross-district

#8 · Ahmednagarcell 4660012145

distance 0.363 · cross-district

#9 · Nandedcell 4850004739

distance 0.368 · cross-district

#10 · Sanglicell 4930001138

distance 0.37

#11 · Ahmednagarcell 4660009240

distance 0.372 · cross-district

#12 · Sanglicell 4930000252

distance 0.378

#13 · Chhatrapati Sambhajinagarcell 4690002589

distance 0.382 · cross-district

#14 · Kolhapurcell 4800004252

distance 0.391 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002799

distance 0.394 · cross-district

#16 · Solapurcell 4960005507

distance 0.395 · cross-district

#17 · Dhulecell 4740000976

distance 0.396 · cross-district

#18 · Beedcell 4700005259

distance 0.397 · 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":4930002707}}}'

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.