Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002723

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001722

distance 0.203

#2 · Solapurcell 4960003425

distance 0.208 · cross-district

#3 · Laturcell 4810002946

distance 0.221 · cross-district

#4 · Solapurcell 4960003824

distance 0.222 · cross-district

#5 · Beedcell 4700006665

distance 0.231 · cross-district

#6 · Beedcell 4700000783

distance 0.231 · cross-district

#7 · Sanglicell 4930004533

distance 0.231

#8 · Ahmednagarcell 4660005050

distance 0.235 · cross-district

#9 · Solapurcell 4960006863

distance 0.236 · cross-district

#10 · Sanglicell 4930003408

distance 0.239

#11 · Beedcell 4700007246

distance 0.24 · cross-district

#12 · Solapurcell 4960011966

distance 0.24 · cross-district

#13 · Kolhapurcell 4800005765

distance 0.241 · cross-district

#14 · Buldhanacell 4720002399

distance 0.242 · cross-district

#15 · Kolhapurcell 4800003873

distance 0.242 · cross-district

#16 · Dharashivcell 4880006201

distance 0.242 · cross-district

#17 · Beedcell 4700007122

distance 0.242 · cross-district

#18 · Laturcell 4810003778

distance 0.243 · 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":4930002723}}}'

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.