Pith Number

pith:WBNTO5KJ

pith:2023:WBNTO5KJIF35QLCNKRQIZGLBFD

not attested not anchored not stored refs pending

Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities

Justin Svegliato, Samer B. Nashed, Su Lin Blodgett

arxiv:2301.05753 v1 · 2023-01-13 · cs.CY · 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{WBNTO5KJIF35QLCNKRQIZGLBFD}

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

Learning Fair Pareto-Optimal Policies in Multi-Objective Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:32:57.343499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b05b3775494177d82c4d54608c996128d8f332dc48d3fea5b7c7c42dd2841284

Aliases

arxiv: 2301.05753 · arxiv_version: 2301.05753v1 · doi: 10.48550/arxiv.2301.05753 · pith_short_12: WBNTO5KJIF35 · pith_short_16: WBNTO5KJIF35QLCN · pith_short_8: WBNTO5KJ

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/WBNTO5KJIF35QLCNKRQIZGLBFD \
  | 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: b05b3775494177d82c4d54608c996128d8f332dc48d3fea5b7c7c42dd2841284

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa4d39ef03aef8063854646e13daaf338f54ab336c4e831f84c6f0cf0a492854",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-01-13T20:33:14Z",
    "title_canon_sha256": "3656e9b078e1fcd9e87a4d715144b35c7a83a99c966ad44347ad48d6d3c34608"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.05753",
    "kind": "arxiv",
    "version": 1
  }
}