Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003213

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000073

distance 0.196

#2 · Sanglicell 4930003208

distance 0.199

#3 · Sanglicell 4930002868

distance 0.2

#4 · Sanglicell 4930003574

distance 0.222

#5 · Sanglicell 4930001894

distance 0.226

#6 · Sanglicell 4930002074

distance 0.228

#7 · Ahmednagarcell 4660011887

distance 0.235 · cross-district

#8 · Sanglicell 4930000200

distance 0.239

#9 · Solapurcell 4960006170

distance 0.239 · cross-district

#10 · Ahmednagarcell 4660012046

distance 0.244 · cross-district

#11 · Sanglicell 4930000314

distance 0.248

#12 · Chhatrapati Sambhajinagarcell 4690001843

distance 0.251 · cross-district

#13 · Sanglicell 4930000275

distance 0.254

#14 · Kolhapurcell 4800005831

distance 0.255 · cross-district

#15 · Sanglicell 4930000749

distance 0.256

#16 · Sanglicell 4930000072

distance 0.26

#17 · Ahmednagarcell 4660013049

distance 0.263 · cross-district

#18 · Sanglicell 4930000750

distance 0.264

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":4930003213}}}'

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.