Pith Number

pith:2Y6BKVVJ

pith:2023:2Y6BKVVJLP6JA5473YKHP2LICU

not attested not anchored not stored refs pending

Deep Contract Design via Discontinuous Networks

David C. Parkes, Dmitry Ivanov, Inbal Talgam-Cohen, Paul D\"utting, Tonghan Wang

arxiv:2307.02318 v2 · 2023-07-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2Y6BKVVJLP6JA5473YKHP2LICU}

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	2026-07-05T07:05:45.940086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d63c1556a95bfc90779fde1477e9681519bfaeef943a4ae16d9e7d95569ca268

Aliases

arxiv: 2307.02318 · arxiv_version: 2307.02318v2 · doi: 10.48550/arxiv.2307.02318 · pith_short_12: 2Y6BKVVJLP6J · pith_short_16: 2Y6BKVVJLP6JA547 · pith_short_8: 2Y6BKVVJ

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/2Y6BKVVJLP6JA5473YKHP2LICU \
  | 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: d63c1556a95bfc90779fde1477e9681519bfaeef943a4ae16d9e7d95569ca268

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b05c33b033215c618840c560bb9130645820f7ef65c6081267a18966fb518a0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T14:20:20Z",
    "title_canon_sha256": "8c7f593c39f3c428e2e83a6620ce2e9b19b551be128326d4c6bb99602d75bdc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02318",
    "kind": "arxiv",
    "version": 2
  }
}