Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003721

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004051

distance 0.208

#2 · Sataracell 4940000192

distance 0.26 · cross-district

#3 · Sanglicell 4930003890

distance 0.269

#4 · Sataracell 4940000663

distance 0.276 · cross-district

#5 · Sanglicell 4930003376

distance 0.295

#6 · Sataracell 4940000721

distance 0.297 · cross-district

#7 · Sataracell 4940000715

distance 0.301 · cross-district

#8 · Ahmednagarcell 4660014110

distance 0.313 · cross-district

#9 · Sataracell 4940000428

distance 0.314 · cross-district

#10 · Kolhapurcell 4800006019

distance 0.314 · cross-district

#11 · Sataracell 4940000151

distance 0.318 · cross-district

#12 · Sataracell 4940000712

distance 0.32 · cross-district

#13 · Kolhapurcell 4800005550

distance 0.325 · cross-district

#14 · Sataracell 4940000322

distance 0.327 · cross-district

#15 · Sataracell 4940004116

distance 0.332 · cross-district

#16 · Sanglicell 4930004050

distance 0.332

#17 · Sanglicell 4930004052

distance 0.333

#18 · Sataracell 4940003791

distance 0.334 · 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":4930003721}}}'

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.