Pith Number

pith:VM2OGT3F

pith:2024:VM2OGT3FKYGZBAAKBB6BQGPFF4

not attested not anchored not stored refs pending

Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation

Chen Gao, Junhao Wen, Peixuan Chen, Qun Luo, Shutong Qiao, Wei Zhou, Yong Li

arxiv:2402.13840 v2 · 2024-02-21 · 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{VM2OGT3FKYGZBAAKBB6BQGPFF4}

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

VoteGCL: Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation

Receipt and verification

First computed	2026-07-05T10:48:14.814519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab34e34f65560d90800a087c1819e52f00af1c1392fb8a4a704102ff8fa80fd0

Aliases

arxiv: 2402.13840 · arxiv_version: 2402.13840v2 · doi: 10.48550/arxiv.2402.13840 · pith_short_12: VM2OGT3FKYGZ · pith_short_16: VM2OGT3FKYGZBAAK · pith_short_8: VM2OGT3F

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/VM2OGT3FKYGZBAAKBB6BQGPFF4 \
  | 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: ab34e34f65560d90800a087c1819e52f00af1c1392fb8a4a704102ff8fa80fd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ee295c098b85d58718306a2564871ece9f947d3a9abfef1cbc0ce1fc1bdba5b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-21T14:38:02Z",
    "title_canon_sha256": "f6ec075297154507fcbcee3fb39409d20587af339217f8de407dbf8864a2d4e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13840",
    "kind": "arxiv",
    "version": 2
  }
}