Pith Number

pith:PZBZNGZR

pith:2021:PZBZNGZRMJGPOVV3DPL2WETODT

not attested not anchored not stored refs pending

Unsupervised Neural Machine Translation with Generative Language Models Only

Aditya Ramesh, Alec Radford, Alex Ray, Arvind Neelakantan, Harrison Edwards, Igor Babuschkin, Ilya Sutskever, Jesse Michael Han, Pranav Shyam, Stanislas Polu, Tao Xu

arxiv:2110.05448 v1 · 2021-10-11 · cs.CL · 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{PZBZNGZRMJGPOVV3DPL2WETODT}

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

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation

Receipt and verification

First computed	2026-07-05T03:21:35.166507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e43969b31624cf756bb1bd7ab126e1cd3c39b8dde899bfdcd27d54ebd8bcb93

Aliases

arxiv: 2110.05448 · arxiv_version: 2110.05448v1 · doi: 10.48550/arxiv.2110.05448 · pith_short_12: PZBZNGZRMJGP · pith_short_16: PZBZNGZRMJGPOVV3 · pith_short_8: PZBZNGZR

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/PZBZNGZRMJGPOVV3DPL2WETODT \
  | 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: 7e43969b31624cf756bb1bd7ab126e1cd3c39b8dde899bfdcd27d54ebd8bcb93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc87efeeba3627e7135bf2c81946d721a1537254bf7cf0995e143342704aedef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-11T17:35:34Z",
    "title_canon_sha256": "adb4557a3ddd93724c44fa7d0f8eacc0f482fa24d4cf1335977a9d659d173b9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05448",
    "kind": "arxiv",
    "version": 1
  }
}