Pith Number

pith:UCCUJFRP

pith:2024:UCCUJFRP666RCU7IA4ZOOS5OKW

not attested not anchored not stored refs pending

Learning Optimal Tax Design in Nonatomic Congestion Games

Maryam Fazel, Qiwen Cui, Simon S. Du

arxiv:2402.07437 v2 · 2024-02-12 · cs.GT · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UCCUJFRP666RCU7IA4ZOOS5OKW}

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	2026-07-05T10:01:11.673941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a08544962ff7bd1153e80732e74bae55bf78eea48456ebe3b4582c050886da9d

Aliases

arxiv: 2402.07437 · arxiv_version: 2402.07437v2 · doi: 10.48550/arxiv.2402.07437 · pith_short_12: UCCUJFRP666R · pith_short_16: UCCUJFRP666RCU7I · pith_short_8: UCCUJFRP

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/UCCUJFRP666RCU7IA4ZOOS5OKW \
  | 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: a08544962ff7bd1153e80732e74bae55bf78eea48456ebe3b4582c050886da9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5f1021fae2310989ad99d2479cd257cf9c9bad065f75b44be4e20241ad1a046",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-02-12T06:32:53Z",
    "title_canon_sha256": "cba6b69ad0d14b4c91ce90c6b51bba13e09097b82fc8ef78faed3311654c7b7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07437",
    "kind": "arxiv",
    "version": 2
  }
}