Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003147

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004158

distance 0.225

#2 · Sanglicell 4930005784

distance 0.228

#3 · Sanglicell 4930003312

distance 0.245

#4 · Sanglicell 4930001964

distance 0.25

#5 · Sanglicell 4930001641

distance 0.253

#6 · Sanglicell 4930003311

distance 0.253

#7 · Sanglicell 4930002954

distance 0.263

#8 · Sanglicell 4930002466

distance 0.265

#9 · Sanglicell 4930001963

distance 0.268

#10 · Sanglicell 4930003486

distance 0.27

#11 · Solapurcell 4960001012

distance 0.272 · cross-district

#12 · Sanglicell 4930001952

distance 0.272

#13 · Sanglicell 4930001953

distance 0.274

#14 · Solapurcell 4960000436

distance 0.276 · cross-district

#15 · Sanglicell 4930005785

distance 0.277

#16 · Solapurcell 4960000693

distance 0.278 · cross-district

#17 · Sanglicell 4930001639

distance 0.28

#18 · Sanglicell 4930005786

distance 0.28

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":4930003147}}}'

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.