Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003276

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001920

distance 0.174

#2 · Sanglicell 4930003451

distance 0.176

#3 · Sanglicell 4930001924

distance 0.179

#4 · Sanglicell 4930001919

distance 0.179

#5 · Dharashivcell 4880005227

distance 0.183 · cross-district

#6 · Sanglicell 4930001604

distance 0.194

#7 · Sanglicell 4930002086

distance 0.2

#8 · Sanglicell 4930001923

distance 0.2

#9 · Sanglicell 4930003093

distance 0.205

#10 · Sanglicell 4930001326

distance 0.209

#11 · Sanglicell 4930001480

distance 0.209

#12 · Beedcell 4700002731

distance 0.209 · cross-district

#13 · Dharashivcell 4880002242

distance 0.212 · cross-district

#14 · Beedcell 4700004903

distance 0.212 · cross-district

#15 · Beedcell 4700007296

distance 0.214 · cross-district

#16 · Sanglicell 4930002419

distance 0.215

#17 · Sanglicell 4930000773

distance 0.217

#18 · Sanglicell 4930000587

distance 0.218

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":4930003276}}}'

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.