Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003181

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001669

distance 0.14

#2 · Sanglicell 4930001828

distance 0.142

#3 · Sanglicell 4930002325

distance 0.178

#4 · Sanglicell 4930002492

distance 0.193

#5 · Sanglicell 4930001826

distance 0.2

#6 · Sanglicell 4930002326

distance 0.2

#7 · Sanglicell 4930002493

distance 0.207

#8 · Nashikcell 4870011318

distance 0.246 · cross-district

#9 · Sanglicell 4930001664

distance 0.246

#10 · Sanglicell 4930002659

distance 0.247

#11 · Sanglicell 4930001001

distance 0.259

#12 · Sanglicell 4930001993

distance 0.259

#13 · Sanglicell 4930002162

distance 0.276

#14 · Sanglicell 4930001831

distance 0.276

#15 · Sanglicell 4930001668

distance 0.279

#16 · Sanglicell 4930001827

distance 0.299

#17 · Sanglicell 4930001002

distance 0.307

#18 · Nashikcell 4870011196

distance 0.31 · 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":4930003181}}}'

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.