Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003582

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003583

distance 0.168

#2 · Sanglicell 4930003051

distance 0.184

#3 · Sanglicell 4930001722

distance 0.188

#4 · Dharashivcell 4880000566

distance 0.209 · cross-district

#5 · Dharashivcell 4880000392

distance 0.222 · cross-district

#6 · Solapurcell 4960003265

distance 0.225 · cross-district

#7 · Dharashivcell 4880001125

distance 0.226 · cross-district

#8 · Solapurcell 4960003402

distance 0.227 · cross-district

#9 · Sanglicell 4930000544

distance 0.231

#10 · Solapurcell 4960003135

distance 0.239 · cross-district

#11 · Dharashivcell 4880001132

distance 0.241 · cross-district

#12 · Sanglicell 4930001904

distance 0.242

#13 · Sanglicell 4930003426

distance 0.242

#14 · Beedcell 4700000783

distance 0.242 · cross-district

#15 · Laturcell 4810002846

distance 0.244 · cross-district

#16 · Ahmednagarcell 4660011744

distance 0.244 · cross-district

#17 · Sanglicell 4930002053

distance 0.246

#18 · Laturcell 4810002501

distance 0.246 · 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":4930003582}}}'

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.