Pith Number

pith:YBPYMZDX

pith:2022:YBPYMZDX5LQHG3LKCHKX72HPWN

not attested not anchored not stored refs pending

Downstream Datasets Make Surprisingly Good Pretraining Corpora

Jeffrey P. Bigham, Kundan Krishna, Saurabh Garg, Zachary C. Lipton

arxiv:2209.14389 v2 · 2022-09-28 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBPYMZDX5LQHG3LKCHKX72HPWN}

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

Galactica: A Large Language Model for Science

Receipt and verification

First computed	2026-07-05T06:14:05.320473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c05f866477eae0736d6a11d57fe8efb3568cc29e022824335655c3f43eb4f84e

Aliases

arxiv: 2209.14389 · arxiv_version: 2209.14389v2 · doi: 10.48550/arxiv.2209.14389 · pith_short_12: YBPYMZDX5LQH · pith_short_16: YBPYMZDX5LQHG3LK · pith_short_8: YBPYMZDX

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/YBPYMZDX5LQHG3LKCHKX72HPWN \
  | 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: c05f866477eae0736d6a11d57fe8efb3568cc29e022824335655c3f43eb4f84e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5de17431b08bc64fb0e487511b53700fb817cb55b1d396a1a49b42d78a75dcc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-28T19:28:43Z",
    "title_canon_sha256": "5cec3daee1b0319c866d5f36ec225a9c01e63c5f90b1860825f5e73d51ac4280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14389",
    "kind": "arxiv",
    "version": 2
  }
}