Pith Number

pith:RPIHJNYG

pith:2022:RPIHJNYGYER446IBKTPWBA6FIS

not attested not anchored not stored refs pending

Generative Cooperative Networks for Natural Language Generation

Antoine Chaffin, Benjamin Piwowarski, Ewa Kijak, Jacopo Staiano, Sylvain Lamprier, Thomas Scialom, Vincent Claveau

arxiv:2201.12320 v1 · 2022-01-28 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RPIHJNYGYER446IBKTPWBA6FIS}

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	2026-07-05T03:52:22.012696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bd074b706c123ce790154df6083c544aa918f6937e1647b6f8e45900eb39c11

Aliases

arxiv: 2201.12320 · arxiv_version: 2201.12320v1 · doi: 10.48550/arxiv.2201.12320 · pith_short_12: RPIHJNYGYER4 · pith_short_16: RPIHJNYGYER446IB · pith_short_8: RPIHJNYG

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/RPIHJNYGYER446IBKTPWBA6FIS \
  | 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: 8bd074b706c123ce790154df6083c544aa918f6937e1647b6f8e45900eb39c11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "796902ffa8d5a889f49e330e3ba5a443b3b958386924a6e43ed0b9fdc84a9c05",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-28T18:36:57Z",
    "title_canon_sha256": "0004f21cac92ed672cef4e9dd17279d81934cb176e00c68538d63df1a7907beb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12320",
    "kind": "arxiv",
    "version": 1
  }
}