Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005721

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006547

distance 0.128

#2 · Sanglicell 4930005533

distance 0.193

#3 · Sanglicell 4930004818

distance 0.224

#4 · Sanglicell 4930005187

distance 0.224

#5 · Sanglicell 4930004794

distance 0.236

#6 · Sanglicell 4930005720

distance 0.242

#7 · Solapurcell 4960012145

distance 0.25 · cross-district

#8 · Sanglicell 4930004228

distance 0.256

#9 · Nashikcell 4870006288

distance 0.256 · cross-district

#10 · Sanglicell 4930004094

distance 0.261

#11 · Sanglicell 4930003008

distance 0.261

#12 · Nashikcell 4870006151

distance 0.263 · cross-district

#13 · Sanglicell 4930004398

distance 0.264

#14 · Kolhapurcell 4800006010

distance 0.264 · cross-district

#15 · Kolhapurcell 4800005469

distance 0.265 · cross-district

#16 · Akolacell 4670000765

distance 0.27 · cross-district

#17 · Sanglicell 4930006536

distance 0.274

#18 · Sanglicell 4930004216

distance 0.275

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":4930005721}}}'

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.