Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001906

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002416

distance 0.178

#2 · Sanglicell 4930000156

distance 0.193

#3 · Sanglicell 4930003790

distance 0.197

#4 · Sanglicell 4930003109

distance 0.206

#5 · Sanglicell 4930002232

distance 0.207

#6 · Ahmednagarcell 4660005225

distance 0.228 · cross-district

#7 · Beedcell 4700001830

distance 0.23 · cross-district

#8 · Beedcell 4700000426

distance 0.231 · cross-district

#9 · Sanglicell 4930000309

distance 0.233

#10 · Sanglicell 4930000752

distance 0.234

#11 · Sanglicell 4930000235

distance 0.236

#12 · Sanglicell 4930001058

distance 0.238

#13 · Sanglicell 4930000127

distance 0.241

#14 · Beedcell 4700002350

distance 0.241 · cross-district

#15 · Dharashivcell 4880002353

distance 0.242 · cross-district

#16 · Beedcell 4700005944

distance 0.242 · cross-district

#17 · Sanglicell 4930001905

distance 0.243

#18 · Sanglicell 4930003565

distance 0.243

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":4930001906}}}'

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.