Pith Number

pith:J4QSOSHH

pith:2024:J4QSOSHH2QQ7U57PBO235Z2WBY

not attested not anchored not stored refs pending

Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation

Kounianhua Du, Qiji Zhang, Qingyao Li, Ruiming Tang, Weinan Zhang, Wei Xia, Yong Yu

arxiv:2405.12442 v1 · 2024-05-21 · 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{J4QSOSHH2QQ7U57PBO235Z2WBY}

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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

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Receipt and verification

First computed	2026-07-05T08:21:20.258539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f212748e7d421fa77ef0bb5bee7560e10d118b3a1362f8024c58e76b22b4600

Aliases

arxiv: 2405.12442 · arxiv_version: 2405.12442v1 · doi: 10.48550/arxiv.2405.12442 · pith_short_12: J4QSOSHH2QQ7 · pith_short_16: J4QSOSHH2QQ7U57P · pith_short_8: J4QSOSHH

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/J4QSOSHH2QQ7U57PBO235Z2WBY \
  | 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: 4f212748e7d421fa77ef0bb5bee7560e10d118b3a1362f8024c58e76b22b4600

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18c9e6e1cd59ce994b66600f62d2b78d2c3a7d8e9fe6d5ccd6134f39972f4922",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-05-21T01:35:36Z",
    "title_canon_sha256": "bf09de690d5a3e468edb1bacbdacc5ab97fa25f02e86f535186b43dfbb75bbd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12442",
    "kind": "arxiv",
    "version": 1
  }
}