Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003792

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006236

distance 0.152 · cross-district

#2 · Sanglicell 4930002248

distance 0.169

#3 · Sanglicell 4930002418

distance 0.172

#4 · Ahmednagarcell 4660001271

distance 0.187 · cross-district

#5 · Sanglicell 4930006015

distance 0.19

#6 · Sanglicell 4930004717

distance 0.192

#7 · Dharashivcell 4880001322

distance 0.195 · cross-district

#8 · Beedcell 4700005238

distance 0.197 · cross-district

#9 · Solapurcell 4960012424

distance 0.2 · cross-district

#10 · Sanglicell 4930002781

distance 0.202

#11 · Ahmednagarcell 4660001373

distance 0.204 · cross-district

#12 · Ahmednagarcell 4660000676

distance 0.207 · cross-district

#13 · Dharashivcell 4880001819

distance 0.211 · cross-district

#14 · Ahmednagarcell 4660000340

distance 0.212 · cross-district

#15 · Sanglicell 4930002911

distance 0.213

#16 · Sanglicell 4930001451

distance 0.214

#17 · Sanglicell 4930003784

distance 0.216

#18 · Sanglicell 4930002612

distance 0.217

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":4930003792}}}'

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.