Pith Number

pith:GEQEYW4T

pith:2025:GEQEYW4TBN73FHY5ZXYHDEHV5P

not attested not anchored not stored refs pending

FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets

Chenchi Zhang, Junjun Zheng, Kairui Fu, Kun Kuang, Shengyu Zhang, Shuwen Xiao, Tao Zhang, Xiangheng Kong, Xinming Zhang, Yuliang Yan, Yuning Jiang, Ziyang Wang

arxiv:2509.20904 v3 · 2025-09-25 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEQEYW4TBN73FHY5ZXYHDEHV5P}

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

7 papers in Pith

RAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce

Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL

Tencent Advertising Algorithm Challenge 2025: All-Modality Generative Recommendation

UniRec: Bridging the Expressive Gap between Generative and Discriminative Recommendation via Chain-of-Attribute

IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems

Receipt and verification

First computed	2026-05-29T01:04:35.687741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31204c5b930b7fb29f1dcdf07190f5ebcc8387136e79c82357d6622ee9cb175b

Aliases

arxiv: 2509.20904 · arxiv_version: 2509.20904v3 · doi: 10.48550/arxiv.2509.20904 · pith_short_12: GEQEYW4TBN73 · pith_short_16: GEQEYW4TBN73FHY5 · pith_short_8: GEQEYW4T

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/GEQEYW4TBN73FHY5ZXYHDEHV5P \
  | 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: 31204c5b930b7fb29f1dcdf07190f5ebcc8387136e79c82357d6622ee9cb175b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc10dccd938d51f5537d4a87938d729c28545fe6e074c51b1f538a83ea4bcc64",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-09-25T08:44:22Z",
    "title_canon_sha256": "b0f8ba49a388d57d07ea8d4bb8c4a0777bd6f3ed2930f37444e543c836b469ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.20904",
    "kind": "arxiv",
    "version": 3
  }
}