Pith Number

pith:6HBSIQ3T

pith:2024:6HBSIQ3THSVPSLREJY55KBVI73

not attested not anchored not stored refs pending

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

Allen Sun, Chaozhuo Li, Denvy Deng, Feng Sun, Hao Yan, Jianjin Zhang, Jun Yin, Mingzheng Li, Qi Zhang, Ruochen Liu, Senzhang Wang, Shirui Pan, Weihao Han, Zhengxin Zeng

arxiv:2409.09253 v1 · 2024-09-14 · cs.IR · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HBSIQ3THSVPSLREJY55KBVI73}

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

MTServe: Efficient Serving for Generative Recommendation Models with Hierarchical Caches

Receipt and verification

First computed	2026-07-05T09:07:32.121093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1c32443733caaf92e244e3bd506a8feee21dbb0095b3c67c42541501dc20ebb

Aliases

arxiv: 2409.09253 · arxiv_version: 2409.09253v1 · doi: 10.48550/arxiv.2409.09253 · pith_short_12: 6HBSIQ3THSVP · pith_short_16: 6HBSIQ3THSVPSLRE · pith_short_8: 6HBSIQ3T

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/6HBSIQ3THSVPSLREJY55KBVI73 \
  | 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: f1c32443733caaf92e244e3bd506a8feee21dbb0095b3c67c42541501dc20ebb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e321679ad612b7fc25d592ab847cfb605565a9790824ea987f3102e0bc079fe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-14T01:45:04Z",
    "title_canon_sha256": "e99081c2ffcb74262f9e2184a5ad413b5bc20358d7fdaf3c62c25bfab90374f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09253",
    "kind": "arxiv",
    "version": 1
  }
}