Pith Number

pith:46VF7KLF

pith:2023:46VF7KLFQG4HUH4FGCXHNNUYZG

not attested not anchored not stored refs pending

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations

Jianxun Lian, Jing Yao, Wei Xu, Xiaoyuan Yi, Xing Xie, Xiting Wang

arxiv:2311.10779 v1 · 2023-11-16 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46VF7KLFQG4HUH4FGCXHNNUYZG}

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

PageLLM: A Multi-Grained Reward Framework for Whole-Page Optimization with Large Language Models

Receipt and verification

First computed	2026-07-05T07:13:57.308541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7aa5fa96581b87a1f8530ae76b698c99a9b3ed4280d219e91fe2d5f81cc1d82

Aliases

arxiv: 2311.10779 · arxiv_version: 2311.10779v1 · doi: 10.48550/arxiv.2311.10779 · pith_short_12: 46VF7KLFQG4H · pith_short_16: 46VF7KLFQG4HUH4F · pith_short_8: 46VF7KLF

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/46VF7KLFQG4HUH4FGCXHNNUYZG \
  | 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: e7aa5fa96581b87a1f8530ae76b698c99a9b3ed4280d219e91fe2d5f81cc1d82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7427171763c071bdb23642eb5c09dea6c78bec3faccff42b4c4ebef0af67ea74",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-16T07:09:38Z",
    "title_canon_sha256": "b8f8a86b5ce33676b5d138bee10c6d7b01464869b09b4cc66b3560245219c3a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10779",
    "kind": "arxiv",
    "version": 1
  }
}