Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003453

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000865

distance 0.131

#2 · Sanglicell 4930000505

distance 0.131

#3 · Solapurcell 4960012361

distance 0.139 · cross-district

#4 · Solapurcell 4960006589

distance 0.141 · cross-district

#5 · Sanglicell 4930001759

distance 0.151

#6 · Sanglicell 4930000871

distance 0.151

#7 · Sanglicell 4930001209

distance 0.151

#8 · Sanglicell 4930001621

distance 0.152

#9 · Chhatrapati Sambhajinagarcell 4690007723

distance 0.155 · cross-district

#10 · Solapurcell 4960012622

distance 0.157 · cross-district

#11 · Sanglicell 4930001757

distance 0.157

#12 · Sanglicell 4930002097

distance 0.159

#13 · Dharashivcell 4880005130

distance 0.16 · cross-district

#14 · Dharashivcell 4880005697

distance 0.161 · cross-district

#15 · Sanglicell 4930000587

distance 0.162

#16 · Dharashivcell 4880005604

distance 0.164 · cross-district

#17 · Sanglicell 4930000772

distance 0.166

#18 · Sanglicell 4930000580

distance 0.166

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":4930003453}}}'

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.