Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005686

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005128

distance 0.179

#2 · Sanglicell 4930005859

distance 0.187

#3 · Sanglicell 4930005774

distance 0.221

#4 · Jalgaoncell 4780001957

distance 0.222 · cross-district

#5 · Beedcell 4700005823

distance 0.24 · cross-district

#6 · Nagpurcell 4840007277

distance 0.242 · cross-district

#7 · Buldhanacell 4720005072

distance 0.243 · cross-district

#8 · Beedcell 4700006104

distance 0.246 · cross-district

#9 · Sanglicell 4930005773

distance 0.247

#10 · Wardhacell 4980005263

distance 0.248 · cross-district

#11 · Beedcell 4700004609

distance 0.248 · cross-district

#12 · Solapurcell 4960010499

distance 0.249 · cross-district

#13 · Sanglicell 4930003973

distance 0.251

#14 · Jalnacell 4790003761

distance 0.253 · cross-district

#15 · Wardhacell 4980005067

distance 0.254 · cross-district

#16 · Amravaticell 4680000627

distance 0.254 · cross-district

#17 · Beedcell 4700004601

distance 0.257 · cross-district

#18 · Sanglicell 4930005594

distance 0.258

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":4930005686}}}'

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.