Pith Number

pith:2IUPQRFH

pith:2022:2IUPQRFHEOCDRQO3EMEUSPUQOY

not attested not anchored not stored refs pending

Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets

Juncheng Li, Pingzhong Tang

arxiv:2210.06107 v6 · 2022-10-12 · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2IUPQRFHEOCDRQO3EMEUSPUQOY}

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

Generative Auto-Bidding with Unified Modeling and Exploration

Receipt and verification

First computed	2026-07-05T08:17:55.244718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d228f844a7238438c1db2309493e9076038169bf16be95a0a4826461e62b2cba

Aliases

arxiv: 2210.06107 · arxiv_version: 2210.06107v6 · doi: 10.48550/arxiv.2210.06107 · pith_short_12: 2IUPQRFHEOCD · pith_short_16: 2IUPQRFHEOCDRQO3 · pith_short_8: 2IUPQRFH

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/2IUPQRFHEOCDRQO3EMEUSPUQOY \
  | 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: d228f844a7238438c1db2309493e9076038169bf16be95a0a4826461e62b2cba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c145b332a135208b086dc38bd0af72c789eeb3443fa583365366bf666b9d5c8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2022-10-12T11:54:54Z",
    "title_canon_sha256": "1f995a784a23d975ae06b6b9839f4e93185a76baa8cdc7d5871a92923f74d632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06107",
    "kind": "arxiv",
    "version": 6
  }
}