Pith Number

pith:DVFFCTAR

pith:2024:DVFFCTAR7FV2525ECFXD5XO74T

not attested not anchored not stored refs pending

LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning

Bei Ye, Fei Du, Guangsi Shi, Lei Bao, Lijuan Xia, Linhao Luo, Shirui Pan, Xiaofeng Deng, Yuxiao Li

arxiv:2406.15859 v2 · 2024-06-22 · 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{DVFFCTAR7FV2525ECFXD5XO74T}

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

2 papers in Pith

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

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning

Receipt and verification

First computed	2026-07-05T08:38:11.647980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d4a514c11f96baeeba4116e3edddfe4ed83683452d3657a262f4039a8266031

Aliases

arxiv: 2406.15859 · arxiv_version: 2406.15859v2 · doi: 10.48550/arxiv.2406.15859 · pith_short_12: DVFFCTAR7FV2 · pith_short_16: DVFFCTAR7FV2525E · pith_short_8: DVFFCTAR

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/DVFFCTAR7FV2525ECFXD5XO74T \
  | 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: 1d4a514c11f96baeeba4116e3edddfe4ed83683452d3657a262f4039a8266031

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df44bf4fa8ffaf1d538a44f5d645a2fc48dedc7591ee12f84d28774f300b6e14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-06-22T14:14:03Z",
    "title_canon_sha256": "4d014e57f3f6ac0e2c74ddb92089ca7bc7c8ce7350aeefc67fd98881cae44c48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15859",
    "kind": "arxiv",
    "version": 2
  }
}