Pith Number

pith:YIAHV56R

pith:2020:YIAHV56RRH5D5JTTZ7KBBAXSIP

not attested not anchored not stored refs pending

Gaming Helps! Learning from Strategic Interactions in Natural Dynamics

Juba Ziani, Katrina Ligett, Yahav Bechavod, Zhiwei Steven Wu

arxiv:2002.07024 v3 · 2020-02-17 · cs.LG · cs.GT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YIAHV56RRH5D5JTTZ7KBBAXSIP}

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

2 papers in Pith

Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents

Sequential Strategic Classification with Multi-Stage Selective Classifiers

Receipt and verification

First computed	2026-07-05T02:18:50.847688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2007af7d189fa3ea673cfd41082f243f7988215f586494cc8e66144c2e9d887

Aliases

arxiv: 2002.07024 · arxiv_version: 2002.07024v3 · doi: 10.48550/arxiv.2002.07024 · pith_short_12: YIAHV56RRH5D · pith_short_16: YIAHV56RRH5D5JTT · pith_short_8: YIAHV56R

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/YIAHV56RRH5D5JTTZ7KBBAXSIP \
  | 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: c2007af7d189fa3ea673cfd41082f243f7988215f586494cc8e66144c2e9d887

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8efde938a40f6509db7923d0e908c6b4840a1342dd864e2b3974af0afb1b7574",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-17T16:09:37Z",
    "title_canon_sha256": "7c494e74188d55035d6aed1600af07f6192623f6070daae62192fb0110f81e3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.07024",
    "kind": "arxiv",
    "version": 3
  }
}