Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003608

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002068

distance 0.135

#2 · Sanglicell 4930003605

distance 0.157

#3 · Kolhapurcell 4800004132

distance 0.166 · cross-district

#4 · Sanglicell 4930003430

distance 0.178

#5 · Sanglicell 4930000359

distance 0.178

#6 · Sanglicell 4930001440

distance 0.179

#7 · Sanglicell 4930000048

distance 0.185

#8 · Sanglicell 4930003607

distance 0.185

#9 · Sanglicell 4930000608

distance 0.191

#10 · Laturcell 4810002381

distance 0.192 · cross-district

#11 · Sanglicell 4930003424

distance 0.194

#12 · Kolhapurcell 4800003974

distance 0.195 · cross-district

#13 · Sanglicell 4930001583

distance 0.196

#14 · Punecell 4900001887

distance 0.196 · cross-district

#15 · Sanglicell 4930001907

distance 0.197

#16 · Sanglicell 4930001444

distance 0.197

#17 · Sanglicell 4930005939

distance 0.198

#18 · Ahmednagarcell 4660000632

distance 0.198 · 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":4930003608}}}'

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.