Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002179

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003024

distance 0.169

#2 · Sanglicell 4930002686

distance 0.232

#3 · Sanglicell 4930000444

distance 0.242

#4 · Jalgaoncell 4780000882

distance 0.259 · cross-district

#5 · Kolhapurcell 4800005782

distance 0.262 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001833

distance 0.27 · cross-district

#7 · Jalgaoncell 4780001189

distance 0.275 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008196

distance 0.278 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002337

distance 0.278 · cross-district

#10 · Kolhapurcell 4800005910

distance 0.282 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002240

distance 0.286 · cross-district

#12 · Jalgaoncell 4780000268

distance 0.29 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002131

distance 0.29 · cross-district

#14 · Jalgaoncell 4780001127

distance 0.29 · cross-district

#15 · Jalgaoncell 4780002929

distance 0.292 · cross-district

#16 · Sanglicell 4930000923

distance 0.294

#17 · Sanglicell 4930000516

distance 0.294

#18 · Chhatrapati Sambhajinagarcell 4690002237

distance 0.294 · 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":4930002179}}}'

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.