pith. sign in
Pith Number

pith:SJTGJMEE

pith:2026:SJTGJMEEMQP2XGUMOZAJCIWONR
not attested not anchored not stored refs pending

Non-Linear Strategic Classification Made Practical

Boyan Gao, Henry Gouk, Jack Geary

arxiv:2606.28204 v1 · 2026-06-26 · cs.GT · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SJTGJMEEMQP2XGUMOZAJCIWONR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-06-29T01:15:09.218389Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

926664b084641fab9a8c76409122ce6c466b8a5ac443379162d3d3d7c44fa417

Aliases

arxiv: 2606.28204 · arxiv_version: 2606.28204v1 · doi: 10.48550/arxiv.2606.28204 · pith_short_12: SJTGJMEEMQP2 · pith_short_16: SJTGJMEEMQP2XGUM · pith_short_8: SJTGJMEE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SJTGJMEEMQP2XGUMOZAJCIWONR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 926664b084641fab9a8c76409122ce6c466b8a5ac443379162d3d3d7c44fa417
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7928bad544bf3d50716f472b128f8afbd207706862351945baaa582bfb343958",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2026-06-26T15:52:48Z",
    "title_canon_sha256": "7f3677a40e248d8603c566c4f0a50ec1e40c6cc47c46ed741550415a5cc56a4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28204",
    "kind": "arxiv",
    "version": 1
  }
}