Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002823

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002656

distance 0.191

#2 · Sanglicell 4930002314

distance 0.191

#3 · Sanglicell 4930003341

distance 0.191

#4 · Sanglicell 4930002316

distance 0.192

#5 · Sanglicell 4930002651

distance 0.205

#6 · Sanglicell 4930003346

distance 0.212

#7 · Sanglicell 4930002988

distance 0.222

#8 · Sataracell 4940000013

distance 0.224 · cross-district

#9 · Sanglicell 4930001812

distance 0.229

#10 · Kolhapurcell 4800006008

distance 0.234 · cross-district

#11 · Sanglicell 4930003349

distance 0.236

#12 · Sanglicell 4930002646

distance 0.243

#13 · Sanglicell 4930003332

distance 0.244

#14 · Kolhapurcell 4800006051

distance 0.245 · cross-district

#15 · Sanglicell 4930001817

distance 0.249

#16 · Kolhapurcell 4800005950

distance 0.251 · cross-district

#17 · Sanglicell 4930000995

distance 0.252

#18 · Sanglicell 4930003689

distance 0.252

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":4930002823}}}'

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.