Pith Number

pith:54J5HB5Q

pith:2025:54J5HB5QJXRH2BUHI3QAROHS56

not attested not anchored not stored refs pending

Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond

Alberto Marchesi, Francesco Bacchiocchi, Matteo Castiglioni, Nicola Gatti

arxiv:2503.01701 v1 · 2025-03-03 · cs.GT · 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{54J5HB5QJXRH2BUHI3QAROHS56}

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

Regret Minimization in Single-Dimensional Contract-Design with Binary Actions

Receipt and verification

First computed	2026-07-05T10:23:12.789684Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef13d387b04de27d068746e008b8f2efa61dce51c7eca5bfc159e01af5bdae24

Aliases

arxiv: 2503.01701 · arxiv_version: 2503.01701v1 · doi: 10.48550/arxiv.2503.01701 · pith_short_12: 54J5HB5QJXRH · pith_short_16: 54J5HB5QJXRH2BUH · pith_short_8: 54J5HB5Q

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/54J5HB5QJXRH2BUHI3QAROHS56 \
  | 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: ef13d387b04de27d068746e008b8f2efa61dce51c7eca5bfc159e01af5bdae24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50ecd2fa6978d7941fb7134d3c5cf3eff57fa2cc697b3fe883538de9239e4c9f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-03-03T16:13:45Z",
    "title_canon_sha256": "ec7bc75753df9dae3419f1b7b4b7526bce6d0a71b9a3cc4431f7583f9790eaef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01701",
    "kind": "arxiv",
    "version": 1
  }
}