Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003340

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003855

distance 0.157

#2 · Sanglicell 4930003163

distance 0.198

#3 · Sanglicell 4930002142

distance 0.21

#4 · Sanglicell 4930003343

distance 0.257

#5 · Sanglicell 4930001979

distance 0.311

#6 · Sanglicell 4930001494

distance 0.317

#7 · Sataracell 4940000474

distance 0.318 · cross-district

#8 · Kolhapurcell 4800006159

distance 0.318 · cross-district

#9 · Sanglicell 4930003165

distance 0.322

#10 · Sanglicell 4930002481

distance 0.323

#11 · Sanglicell 4930003690

distance 0.325

#12 · Sanglicell 4930002140

distance 0.329

#13 · Sanglicell 4930003859

distance 0.336

#14 · Kolhapurcell 4800006337

distance 0.34 · cross-district

#15 · Sanglicell 4930001977

distance 0.342

#16 · Sanglicell 4930003345

distance 0.342

#17 · Sanglicell 4930003516

distance 0.343

#18 · Sanglicell 4930002313

distance 0.343

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":4930003340}}}'

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.