Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003298

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002774

distance 0.125

#2 · Sanglicell 4930000988

distance 0.132

#3 · Sanglicell 4930001211

distance 0.134

#4 · Sanglicell 4930000873

distance 0.135

#5 · Dharashivcell 4880001569

distance 0.15 · cross-district

#6 · Laturcell 4810001641

distance 0.156 · cross-district

#7 · Solapurcell 4960005492

distance 0.16 · cross-district

#8 · Sanglicell 4930001929

distance 0.162

#9 · Dharashivcell 4880001379

distance 0.164 · cross-district

#10 · Dharashivcell 4880001659

distance 0.164 · cross-district

#11 · Sanglicell 4930003782

distance 0.164

#12 · Nashikcell 4870007096

distance 0.165 · cross-district

#13 · Solapurcell 4960005494

distance 0.165 · cross-district

#14 · Sanglicell 4930001596

distance 0.168

#15 · Sanglicell 4930000875

distance 0.169

#16 · Sanglicell 4930001094

distance 0.17

#17 · Beedcell 4700001502

distance 0.17 · cross-district

#18 · Sanglicell 4930001472

distance 0.176

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":4930003298}}}'

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.