Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006498

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004540

distance 0.194

#2 · Sanglicell 4930004392

distance 0.197

#3 · Sanglicell 4930005190

distance 0.205

#4 · Sanglicell 4930006426

distance 0.209

#5 · Beedcell 4700002106

distance 0.211 · cross-district

#6 · Sanglicell 4930004307

distance 0.213

#7 · Sanglicell 4930000730

distance 0.213

#8 · Sanglicell 4930006415

distance 0.218

#9 · Dharashivcell 4880005110

distance 0.219 · cross-district

#10 · Dharashivcell 4880004915

distance 0.219 · cross-district

#11 · Sanglicell 4930003588

distance 0.221

#12 · Sanglicell 4930006204

distance 0.223

#13 · Sanglicell 4930006562

distance 0.225

#14 · Sanglicell 4930004680

distance 0.225

#15 · Dharashivcell 4880001173

distance 0.225 · cross-district

#16 · Beedcell 4700005571

distance 0.226 · cross-district

#17 · Beedcell 4700002225

distance 0.229 · cross-district

#18 · Dharashivcell 4880004531

distance 0.229 · cross-district

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":4930006498}}}'

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.