Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005652

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005741

distance 0.11

#2 · Sanglicell 4930005326

distance 0.133

#3 · Sanglicell 4930005742

distance 0.133

#4 · Kolhapurcell 4800005301

distance 0.157 · cross-district

#5 · Sanglicell 4930005743

distance 0.162

#6 · Sanglicell 4930005654

distance 0.163

#7 · Sanglicell 4930005830

distance 0.165

#8 · Sanglicell 4930006489

distance 0.177

#9 · Sanglicell 4930005827

distance 0.178

#10 · Sanglicell 4930005651

distance 0.181

#11 · Kolhapurcell 4800005218

distance 0.184 · cross-district

#12 · Kolhapurcell 4800005219

distance 0.185 · cross-district

#13 · Sanglicell 4930006630

distance 0.185

#14 · Sanglicell 4930006631

distance 0.188

#15 · Sataracell 4940001524

distance 0.188 · cross-district

#16 · Sanglicell 4930006073

distance 0.194

#17 · Sanglicell 4930005999

distance 0.195

#18 · Sanglicell 4930006203

distance 0.196

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":4930005652}}}'

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.