Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004909

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002746

distance 0.165 · cross-district

#2 · Sanglicell 4930001343

distance 0.202

#3 · Solapurcell 4960001820

distance 0.224 · cross-district

#4 · Solapurcell 4960002595

distance 0.225 · cross-district

#5 · Sanglicell 4930003806

distance 0.24

#6 · Solapurcell 4960000149

distance 0.245 · cross-district

#7 · Solapurcell 4960003441

distance 0.247 · cross-district

#8 · Solapurcell 4960000494

distance 0.247 · cross-district

#9 · Solapurcell 4960004726

distance 0.249 · cross-district

#10 · Sanglicell 4930002803

distance 0.251

#11 · Solapurcell 4960001700

distance 0.254 · cross-district

#12 · Sanglicell 4930005038

distance 0.257

#13 · Sanglicell 4930001098

distance 0.258

#14 · Solapurcell 4960002457

distance 0.263 · cross-district

#15 · Sanglicell 4930001765

distance 0.263

#16 · Sanglicell 4930004754

distance 0.265

#17 · Sanglicell 4930005700

distance 0.266

#18 · Sanglicell 4930002621

distance 0.266

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":4930004909}}}'

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.