Pith Number

pith:JDJ3UXR2

pith:2024:JDJ3UXR2TKU7MAQXOH7QMBN6OG

not attested not anchored not stored refs pending

Efficient and Deployable Knowledge Infusion for Open-World Recommendations via Large Language Models

Bo Chen, Hong Zhu, Jianghao Lin, Jieming Zhu, Muyan Weng, Ruiming Tang, Weinan Zhang, Weiwen Liu, Xiaoling Cai, Yong Yu, Yunjia Xi

arxiv:2408.10520 v1 · 2024-08-20 · 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{JDJ3UXR2TKU7MAQXOH7QMBN6OG}

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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

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations

Receipt and verification

First computed	2026-07-05T08:57:13.302119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48d3ba5e3a9aa9f6021771ff0605be71ad2219cb40a612a35f3421b1cdc285c8

Aliases

arxiv: 2408.10520 · arxiv_version: 2408.10520v1 · doi: 10.48550/arxiv.2408.10520 · pith_short_12: JDJ3UXR2TKU7 · pith_short_16: JDJ3UXR2TKU7MAQX · pith_short_8: JDJ3UXR2

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/JDJ3UXR2TKU7MAQXOH7QMBN6OG \
  | 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: 48d3ba5e3a9aa9f6021771ff0605be71ad2219cb40a612a35f3421b1cdc285c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "204b9e92dcc62b3661563d4894959ec75a3366a4ad31cf5bb8a64287a0b4ce62",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-08-20T03:45:24Z",
    "title_canon_sha256": "0b91599c8a101f1f23777af108a258a46ff88f1f36c115e9f52082fa09e9dadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10520",
    "kind": "arxiv",
    "version": 1
  }
}