Pith Number

pith:5CMNZAZE

pith:2025:5CMNZAZEOUAUT2EVBG3AAPJINZ

not attested not anchored not stored refs pending

HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation

Bingyue Peng, Junyi Chen, Lu Chi, Shiwei Ran, Siliang Xu, Zehuan Yuan

arxiv:2508.18118 v1 · 2025-08-25 · cs.IR · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5CMNZAZEOUAUT2EVBG3AAPJINZ}

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

3 papers in Pith

Recommendation as Generation: Unifying Personalized Video Generation and Recommendation at Industrial Scale

Breaking User-Centric Agency: A Tri-Party Framework for Agent-Based Recommendation

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

Receipt and verification

First computed	2026-07-05T11:58:54.046455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e898dc8324750149e89509b6003d286e6c4a05063d1df2287ad9db9ab30c7d96

Aliases

arxiv: 2508.18118 · arxiv_version: 2508.18118v1 · doi: 10.48550/arxiv.2508.18118 · pith_short_12: 5CMNZAZEOUAU · pith_short_16: 5CMNZAZEOUAUT2EV · pith_short_8: 5CMNZAZE

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/5CMNZAZEOUAUT2EVBG3AAPJINZ \
  | 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: e898dc8324750149e89509b6003d286e6c4a05063d1df2287ad9db9ab30c7d96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34254e480f6fa17d9b479a411244316646fa2ee9daa3fadbe8217cb81c8c9fc7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-25T15:23:21Z",
    "title_canon_sha256": "545dba8e17547ba95ced39e9a3eaf317205143b54e5c40f830e9a0343887a1b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18118",
    "kind": "arxiv",
    "version": 1
  }
}