Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001562

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001561

distance 0.108

#2 · Sanglicell 4930000737

distance 0.159

#3 · Chhatrapati Sambhajinagarcell 4690002552

distance 0.187 · cross-district

#4 · Sanglicell 4930000963

distance 0.193

#5 · Sanglicell 4930000862

distance 0.201

#6 · Sanglicell 4930002042

distance 0.207

#7 · Beedcell 4700006368

distance 0.227 · cross-district

#8 · Sanglicell 4930001899

distance 0.229

#9 · Nashikcell 4870005572

distance 0.233 · cross-district

#10 · Nashikcell 4870005286

distance 0.249 · cross-district

#11 · Sanglicell 4930001191

distance 0.257

#12 · Sanglicell 4930000643

distance 0.257

#13 · Sanglicell 4930001422

distance 0.264

#14 · Sanglicell 4930000314

distance 0.266

#15 · Sanglicell 4930000981

distance 0.268

#16 · Dharashivcell 4880002901

distance 0.276 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.277 · cross-district

#18 · Sanglicell 4930002919

distance 0.278

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":4930001562}}}'

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.