Pith Number

pith:YXBIDTNH

pith:2023:YXBIDTNHUD2KNZDLEY42ODDHL3

not attested not anchored not stored refs pending

One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems

Chenliang Li, Chilin Fu, Jun Hu, Jun Zhou, Lixin Zou, Xiaolu Zhang, Zhaoxin Huan, Zihao Li, Zuoli Tang

arxiv:2310.14304 v2 · 2023-10-22 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXBIDTNHUD2KNZDLEY42ODDHL3}

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	2026-07-05T10:16:32.070851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5c281cda7a0f4a6e46b2639a70c675eda9a151b49a3e90c564e2e31bae6aabe

Aliases

arxiv: 2310.14304 · arxiv_version: 2310.14304v2 · doi: 10.48550/arxiv.2310.14304 · pith_short_12: YXBIDTNHUD2K · pith_short_16: YXBIDTNHUD2KNZDL · pith_short_8: YXBIDTNH

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/YXBIDTNHUD2KNZDLEY42ODDHL3 \
  | 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: c5c281cda7a0f4a6e46b2639a70c675eda9a151b49a3e90c564e2e31bae6aabe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "465bf3290e0dedb2838678347121151a4638188e036c5f99b7a2f3a73e1753f0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-22T13:56:14Z",
    "title_canon_sha256": "95a2e1cc153609fcb24547274e9a82e4ff2abc3785a8faef759b826da3d11704"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14304",
    "kind": "arxiv",
    "version": 2
  }
}