Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003552

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003189

distance 0.241

#2 · Sanglicell 4930001012

distance 0.264

#3 · Sanglicell 4930000515

distance 0.265

#4 · Sanglicell 4930002500

distance 0.273

#5 · Sanglicell 4930001370

distance 0.274

#6 · Sanglicell 4930002837

distance 0.277

#7 · Sanglicell 4930001375

distance 0.277

#8 · Sanglicell 4930003872

distance 0.283

#9 · Sanglicell 4930002008

distance 0.284

#10 · Sanglicell 4930003021

distance 0.286

#11 · Sanglicell 4930003195

distance 0.292

#12 · Sanglicell 4930001125

distance 0.292

#13 · Sanglicell 4930002004

distance 0.294

#14 · Sanglicell 4930001371

distance 0.296

#15 · Sanglicell 4930001243

distance 0.3

#16 · Sanglicell 4930003544

distance 0.306

#17 · Kolhapurcell 4800006058

distance 0.312 · cross-district

#18 · Sanglicell 4930001124

distance 0.315

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":4930003552}}}'

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.