Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003176

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003175

distance 0.181

#2 · Sanglicell 4930003003

distance 0.211

#3 · Sanglicell 4930002494

distance 0.229

#4 · Sanglicell 4930003000

distance 0.242

#5 · Sataracell 4940004628

distance 0.249 · cross-district

#6 · Sanglicell 4930002327

distance 0.265

#7 · Sanglicell 4930002495

distance 0.272

#8 · Sanglicell 4930002491

distance 0.273

#9 · Sanglicell 4930002159

distance 0.285

#10 · Sanglicell 4930003180

distance 0.289

#11 · Sanglicell 4930001365

distance 0.292

#12 · Sanglicell 4930001662

distance 0.293

#13 · Sanglicell 4930001117

distance 0.294

#14 · Sanglicell 4930002831

distance 0.297

#15 · Sanglicell 4930001366

distance 0.301

#16 · Sataracell 4940004391

distance 0.301 · cross-district

#17 · Sanglicell 4930001831

distance 0.302

#18 · Sanglicell 4930003004

distance 0.304

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":4930003176}}}'

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.