Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001593

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001450

distance 0.128

#2 · Sanglicell 4930001582

distance 0.155

#3 · Sanglicell 4930002417

distance 0.166

#4 · Sanglicell 4930002587

distance 0.172

#5 · Sanglicell 4930001453

distance 0.174

#6 · Sanglicell 4930000203

distance 0.194

#7 · Sanglicell 4930002244

distance 0.202

#8 · Ahmednagarcell 4660000849

distance 0.206 · cross-district

#9 · Buldhanacell 4720000630

distance 0.208 · cross-district

#10 · Beedcell 4700002632

distance 0.208 · cross-district

#11 · Beedcell 4700006502

distance 0.209 · cross-district

#12 · Sanglicell 4930000140

distance 0.213

#13 · Beedcell 4700002714

distance 0.214 · cross-district

#14 · Sanglicell 4930000242

distance 0.214

#15 · Laturcell 4810000874

distance 0.218 · cross-district

#16 · Sanglicell 4930001315

distance 0.218

#17 · Sanglicell 4930002606

distance 0.218

#18 · Beedcell 4700006509

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":4930001593}}}'

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.