Pith Number

pith:MQTSQEEL

pith:2025:MQTSQEELH6D7SPZE7SCXJM4F3P

not attested not anchored not stored refs pending

Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation

Huan Li, Jianxiang He, Jinpeng Chen, Kaimin Wei, Senzhang Wang, Ye Ji, Yuan Cao, Zhenye Yang

arxiv:2507.04623 v1 · 2025-07-07 · 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{MQTSQEELH6D7SPZE7SCXJM4F3P}

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.

Receipt and verification

First computed	2026-07-05T11:32:50.929554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

642728108b3f87f93f24fc8574b385dbfc5ab5c577f9ec3e7fa20c47fed5c18e

Aliases

arxiv: 2507.04623 · arxiv_version: 2507.04623v1 · doi: 10.48550/arxiv.2507.04623 · pith_short_12: MQTSQEELH6D7 · pith_short_16: MQTSQEELH6D7SPZE · pith_short_8: MQTSQEEL

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/MQTSQEELH6D7SPZE7SCXJM4F3P \
  | 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: 642728108b3f87f93f24fc8574b385dbfc5ab5c577f9ec3e7fa20c47fed5c18e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7495d52c1c6988c97a1f5389b413754b4630bdc943265c0587f151f7774b1fa3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-07-07T02:50:04Z",
    "title_canon_sha256": "7bf540c08bcad695935933e9c027f5fab07c9781377e54d3c737819e9c8056ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04623",
    "kind": "arxiv",
    "version": 1
  }
}