Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005813

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005306

distance 0.134

#2 · Sanglicell 4930005063

distance 0.143

#3 · Sanglicell 4930004942

distance 0.148

#4 · Sanglicell 4930005639

distance 0.158

#5 · Sanglicell 4930006406

distance 0.164

#6 · Sanglicell 4930006329

distance 0.168

#7 · Sanglicell 4930006538

distance 0.17

#8 · Sataracell 4940001074

distance 0.173 · cross-district

#9 · Sanglicell 4930005825

distance 0.175

#10 · Sanglicell 4930005192

distance 0.179

#11 · Kolhapurcell 4800004521

distance 0.179 · cross-district

#12 · Sanglicell 4930006337

distance 0.181

#13 · Sanglicell 4930006463

distance 0.184

#14 · Sanglicell 4930005854

distance 0.186

#15 · Sanglicell 4930006413

distance 0.186

#16 · Sanglicell 4930004654

distance 0.187

#17 · Sanglicell 4930004540

distance 0.187

#18 · Sanglicell 4930006409

distance 0.189

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":4930005813}}}'

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.