Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001900

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001736

distance 0.115

#2 · Sanglicell 4930002712

distance 0.182

#3 · Sanglicell 4930003239

distance 0.187

#4 · Sanglicell 4930000026

distance 0.19

#5 · Ahmednagarcell 4660002925

distance 0.197 · cross-district

#6 · Sanglicell 4930000422

distance 0.201

#7 · Sanglicell 4930003089

distance 0.206

#8 · Sanglicell 4930001322

distance 0.208

#9 · Sanglicell 4930003399

distance 0.21

#10 · Sanglicell 4930002035

distance 0.211

#11 · Chhatrapati Sambhajinagarcell 4690001477

distance 0.214 · cross-district

#12 · Sanglicell 4930002237

distance 0.216

#13 · Kolhapurcell 4800004211

distance 0.216 · cross-district

#14 · Solapurcell 4960012545

distance 0.216 · cross-district

#15 · Sanglicell 4930001299

distance 0.216

#16 · Beedcell 4700002186

distance 0.217 · cross-district

#17 · Beedcell 4700008151

distance 0.217 · cross-district

#18 · Solapurcell 4960000787

distance 0.218 · 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":4930001900}}}'

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.