Pith Number

pith:JTPXM5RN

pith:2023:JTPXM5RNKNPPPJ2POT6EK54COR

not attested not anchored not stored refs pending

Teaching Specific Scientific Knowledge into Large Language Models through Additional Training

Kan Hatakeyama-Sato, Shun Katakami, Teruaki Hayakawa, Yasuhiko Igarashi, Yuta Nabae

arxiv:2312.03360 v2 · 2023-12-06 · cs.CL · cs.AI · 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{JTPXM5RNKNPPPJ2POT6EK54COR}

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	2026-07-05T07:24:57.406109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cdf76762d535ef7a74f74fc45778274498c93f2d2469139174f4073593d7061

Aliases

arxiv: 2312.03360 · arxiv_version: 2312.03360v2 · doi: 10.48550/arxiv.2312.03360 · pith_short_12: JTPXM5RNKNPP · pith_short_16: JTPXM5RNKNPPPJ2P · pith_short_8: JTPXM5RN

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/JTPXM5RNKNPPPJ2POT6EK54COR \
  | 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: 4cdf76762d535ef7a74f74fc45778274498c93f2d2469139174f4073593d7061

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ac28e6da96be0336728e826d6bfd3c2a478c691c11d0ed910af624523494899",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-06T08:55:55Z",
    "title_canon_sha256": "506178855dd50c07b61c27aca2d7e759af27abd0e926ff6ae13654a9d89c44e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03360",
    "kind": "arxiv",
    "version": 2
  }
}