Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000713

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000721

distance 0.273

#2 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.283 · cross-district

#3 · Solapurcell 4960005002

distance 0.289 · cross-district

#4 · Sanglicell 4930001139

distance 0.31

#5 · Ahmednagarcell 4660000914

distance 0.316 · cross-district

#6 · Sanglicell 4930000412

distance 0.32

#7 · Sanglicell 4930002378

distance 0.328

#8 · Chhatrapati Sambhajinagarcell 4690003538

distance 0.342 · cross-district

#9 · Sanglicell 4930001274

distance 0.345

#10 · Punecell 4900005521

distance 0.348 · cross-district

#11 · Laturcell 4810003469

distance 0.358 · cross-district

#12 · Ahmednagarcell 4660009053

distance 0.365 · cross-district

#13 · Beedcell 4700002357

distance 0.377 · cross-district

#14 · Solapurcell 4960005791

distance 0.38 · cross-district

#15 · Sanglicell 4930000213

distance 0.381

#16 · Akolacell 4670001239

distance 0.383 · cross-district

#17 · Kolhapurcell 4800004514

distance 0.385 · cross-district

#18 · Sanglicell 4930001260

distance 0.387

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":4930000713}}}'

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.