Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006044

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

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006317

distance 0.266

#2 · Sanglicell 4930006213

distance 0.28

#3 · Sanglicell 4930006263

distance 0.284

#4 · Sanglicell 4930005457

distance 0.285

#5 · Sanglicell 4930005824

distance 0.293

#6 · Sanglicell 4930005073

distance 0.297

#7 · Sanglicell 4930005542

distance 0.299

#8 · Sanglicell 4930006328

distance 0.303

#9 · Punecell 4900007989

distance 0.31 · cross-district

#10 · Sanglicell 4930004196

distance 0.31

#11 · Sanglicell 4930006545

distance 0.311

#12 · Sanglicell 4930004101

distance 0.311

#13 · Sanglicell 4930006067

distance 0.312

#14 · Sanglicell 4930006707

distance 0.312

#15 · Kolhapurcell 4800004112

distance 0.313 · cross-district

#16 · Sanglicell 4930005342

distance 0.313

#17 · Sanglicell 4930005196

distance 0.313

#18 · Sanglicell 4930004795

distance 0.316

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":4930006044}}}'

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.