Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005052

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004923

distance 0.13

#2 · Sanglicell 4930004927

distance 0.178

#3 · Sanglicell 4930005294

distance 0.187

#4 · Sanglicell 4930005055

distance 0.195

#5 · Sanglicell 4930002004

distance 0.2

#6 · Sanglicell 4930004787

distance 0.21

#7 · Sanglicell 4930001243

distance 0.211

#8 · Sanglicell 4930006040

distance 0.234

#9 · Sanglicell 4930002837

distance 0.235

#10 · Kolhapurcell 4800005851

distance 0.252 · cross-district

#11 · Sanglicell 4930000911

distance 0.254

#12 · Sataracell 4940000176

distance 0.255 · cross-district

#13 · Kolhapurcell 4800005713

distance 0.257 · cross-district

#14 · Sanglicell 4930004213

distance 0.259

#15 · Sataracell 4940000223

distance 0.259 · cross-district

#16 · Sanglicell 4930003536

distance 0.26

#17 · Sanglicell 4930005546

distance 0.263

#18 · Sanglicell 4930004520

distance 0.265

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":4930005052}}}'

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.