Pith Number

pith:NYP2VRTT

pith:2022:NYP2VRTTJBMUBGR372CVSCBCU3

not attested not anchored not stored refs pending

On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model

Boseop Kim, Gichang Lee, Hwijeen Ahn, HyoungSeok Kim, Jung-Woo Ha, Kyunghyun Cho, Nako Sung, Sang-Woo Lee, Seongjin Shin, Sungdong Kim, Woomyoung Park

arxiv:2204.13509 v2 · 2022-04-28 · cs.CL

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\usepackage{pith}
\pithnumber{NYP2VRTTJBMUBGR372CVSCBCU3}

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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

Scaling Data-Constrained Language Models

Receipt and verification

First computed	2026-07-05T04:21:12.943165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e1faac6734859409a3bfe85590822a6c65b58e7255750ba1f9bf2556e1b9035

Aliases

arxiv: 2204.13509 · arxiv_version: 2204.13509v2 · doi: 10.48550/arxiv.2204.13509 · pith_short_12: NYP2VRTTJBMU · pith_short_16: NYP2VRTTJBMUBGR3 · pith_short_8: NYP2VRTT

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/NYP2VRTTJBMUBGR372CVSCBCU3 \
  | 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: 6e1faac6734859409a3bfe85590822a6c65b58e7255750ba1f9bf2556e1b9035

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7bb8a2228fd11660943fb8cd639b007517ae4834620c33c5fb055351ec03abe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-28T13:59:54Z",
    "title_canon_sha256": "56c1aba91a64a84cbaa34a9dba5d7aa2620ffe320385f38611e34c77fdb26108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.13509",
    "kind": "arxiv",
    "version": 2
  }
}