Pith Number

pith:F4F6IXPA

pith:2024:F4F6IXPAZ6V3II3E3AFST4EYLF

not attested not anchored not stored refs pending

AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games

Bo Zheng, Chuan Yu, Jian Xu, Kefan Su, Shuai Dou, Yusen Huo, Zhilin Zhang, Zongqing Lu

arxiv:2412.10798 v2 · 2024-12-14 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F4F6IXPAZ6V3II3E3AFST4EYLF}

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.

Cited by

1 paper in Pith

JD-BP: A Joint-Decision Generative Framework for Auto-Bidding and Pricing

Receipt and verification

First computed	2026-07-05T09:54:49.099929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f0be45de0cfabb42364d80b29f098595a61254007080f5aedcf35c19436911f

Aliases

arxiv: 2412.10798 · arxiv_version: 2412.10798v2 · doi: 10.48550/arxiv.2412.10798 · pith_short_12: F4F6IXPAZ6V3 · pith_short_16: F4F6IXPAZ6V3II3E · pith_short_8: F4F6IXPA

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/F4F6IXPAZ6V3II3E3AFST4EYLF \
  | 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: 2f0be45de0cfabb42364d80b29f098595a61254007080f5aedcf35c19436911f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08e1ac7cf714fcef2aa86b80a54702e4f866158017ef8afb388e0516bf240c95",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-14T11:31:21Z",
    "title_canon_sha256": "97a430b55c840e61809ab647bba25d172c794354c528546ee2d663dc7382d4e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10798",
    "kind": "arxiv",
    "version": 2
  }
}