Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000721

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 10 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 4930000713

distance 0.273

#2 · Chhatrapati Sambhajinagarcell 4690004949

distance 0.33 · cross-district

#3 · Laturcell 4810003469

distance 0.384 · cross-district

#4 · Sanglicell 4930001274

distance 0.385

#5 · Sanglicell 4930000403

distance 0.388

#6 · Sanglicell 4930001139

distance 0.398

#7 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.404 · cross-district

#8 · Ahmednagarcell 4660000914

distance 0.407 · cross-district

#9 · Solapurcell 4960005002

distance 0.41 · cross-district

#10 · Sanglicell 4930000521

distance 0.415

#11 · Buldhanacell 4720002602

distance 0.417 · cross-district

#12 · Punecell 4900005521

distance 0.417 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.421 · cross-district

#14 · Akolacell 4670001239

distance 0.424 · cross-district

#15 · Beedcell 4700002327

distance 0.428 · cross-district

#16 · Dharashivcell 4880000782

distance 0.428 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008696

distance 0.437 · cross-district

#18 · Solapurcell 4960002128

distance 0.439 · 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":4930000721}}}'

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.