Pith Number

pith:5E22LMDZ

pith:2025:5E22LMDZVJSW4SLYKLTOY3CF5J

not attested not anchored not stored refs pending

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance

Chenhe Dong, Dan Ou, Haihong Tang, Jianhui Yang, Pengkun Jiao, Shaowei Yao, Xiaojiang Zhou, Yiming Jin, Zerui Huang

arxiv:2510.08048 v4 · 2025-10-09 · cs.IR · cs.AI · 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{5E22LMDZVJSW4SLYKLTOY3CF5J}

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

Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce Search

K-CARE: Knowledge-driven Symmetrical Contextual Anchoring and Analogical Prototype Reasoning for E-commerce Relevance

Receipt and verification

First computed	2026-07-07T02:17:11.390551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e935a5b079aa656e497852e6ec6c45ea594d9340011da0dd609c9ef606cd606a

Aliases

arxiv: 2510.08048 · arxiv_version: 2510.08048v4 · doi: 10.48550/arxiv.2510.08048 · pith_short_12: 5E22LMDZVJSW · pith_short_16: 5E22LMDZVJSW4SLY · pith_short_8: 5E22LMDZ

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/5E22LMDZVJSW4SLYKLTOY3CF5J \
  | 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: e935a5b079aa656e497852e6ec6c45ea594d9340011da0dd609c9ef606cd606a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a678eac6f08ed8e33bc45f3468bb65e8dbf6d75bb0a4f29131f075b92cc06dbf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-10-09T10:34:39Z",
    "title_canon_sha256": "db42973812ecf30f2a208535f37ec2522d5cf3cb63f29c99d6662fdd1ab76cda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.08048",
    "kind": "arxiv",
    "version": 4
  }
}