Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005144

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005383

distance 0.135

#2 · Sanglicell 4930005596

distance 0.145

#3 · Sanglicell 4930005020

distance 0.153

#4 · Sanglicell 4930005263

distance 0.159

#5 · Sanglicell 4930005398

distance 0.182

#6 · Sanglicell 4930002302

distance 0.184

#7 · Sanglicell 4930001635

distance 0.196

#8 · Dharashivcell 4880001237

distance 0.219 · cross-district

#9 · Sanglicell 4930002960

distance 0.224

#10 · Sanglicell 4930003308

distance 0.234

#11 · Laturcell 4810000492

distance 0.237 · cross-district

#12 · Nandedcell 4850001319

distance 0.238 · cross-district

#13 · Dharashivcell 4880005269

distance 0.239 · cross-district

#14 · Sanglicell 4930003682

distance 0.24

#15 · Sanglicell 4930003322

distance 0.242

#16 · Washimcell 4990001371

distance 0.243 · cross-district

#17 · Solapurcell 4960000626

distance 0.249 · cross-district

#18 · Dharashivcell 4880004252

distance 0.249 · 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":4930005144}}}'

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.