Pith Number

pith:V6DAUWV6

pith:2024:V6DAUWV6FDP5DZLYDTKTJ5TLM6

not attested not anchored not stored refs pending

How Do Large Language Models Acquire Factual Knowledge During Pretraining?

Du-Seong Chang, Hoyeon Chang, Jinho Park, Minjoon Seo, Seonghyeon Ye, Sohee Yang, Youngkyung Seo

arxiv:2406.11813 v3 · 2024-06-17 · 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{V6DAUWV6FDP5DZLYDTKTJ5TLM6}

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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

2 papers in Pith

Child-directed speech facilitates production, not comprehension, in BabyLMs

Attributing Culture-Conditioned Generations to Pretraining Corpora

Receipt and verification

First computed	2026-07-05T09:34:15.004890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af860a5abe28dfd1e5781cd534f66b67965a6e92337d2fcba05c2a62eed0d877

Aliases

arxiv: 2406.11813 · arxiv_version: 2406.11813v3 · doi: 10.48550/arxiv.2406.11813 · pith_short_12: V6DAUWV6FDP5 · pith_short_16: V6DAUWV6FDP5DZLY · pith_short_8: V6DAUWV6

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/V6DAUWV6FDP5DZLYDTKTJ5TLM6 \
  | 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: af860a5abe28dfd1e5781cd534f66b67965a6e92337d2fcba05c2a62eed0d877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63f50a086c21909d97b67151aedf737670f727dea2923a13276cc94e69e98c8e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T17:54:40Z",
    "title_canon_sha256": "645bab1cc484854c8dc88b5666d4b6b6831033325acfa5f41056e15be2982321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11813",
    "kind": "arxiv",
    "version": 3
  }
}