Pith Number

pith:BYIF5XAV

pith:2026:BYIF5XAVLZ4J7MSJIRGFWGAUNS

not attested not anchored not stored refs pending

Sampling Luck Masquerades as Allocation Gain: Auditing Test-Time Budget Allocation for Neural Combinatorial Optimization

Jinhyung Bae

arxiv:2608.13087 v1 · 2026-08-13 · cs.LG · cs.AI · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYIF5XAVLZ4J7MSJIRGFWGAUNS}

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	2026-08-14T01:00:19.495543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e105edc155e789fb249444c5b18146cb2dcdfefcf8162401bf7374ad66a4bbd

Aliases

arxiv: 2608.13087 · arxiv_version: 2608.13087v1 · doi: 10.48550/arxiv.2608.13087 · pith_short_12: BYIF5XAVLZ4J · pith_short_16: BYIF5XAVLZ4J7MSJ · pith_short_8: BYIF5XAV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/BYIF5XAVLZ4J7MSJIRGFWGAUNS \
  | 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: 0e105edc155e789fb249444c5b18146cb2dcdfefcf8162401bf7374ad66a4bbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0db741df5512516eb5cdd4bea1a407e06900df8113b9200bd6daca4c4ecd77c2",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-13T10:53:48Z",
    "title_canon_sha256": "c1941bccbb1502e63b00ec2f071821770914609572d20f6dcfa9905875b884ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13087",
    "kind": "arxiv",
    "version": 1
  }
}