Pith Number

pith:534UL6G6

pith:2024:534UL6G6WOYE5LJJPDUOBRWNJX

not attested not anchored not stored refs pending

Proactive Detection and Calibration of Seasonal Advertisements with Multimodal Large Language Models

Andrey Malevich, Hamid Eghbalzadeh, Hongnan Wang, Jigar Madia, Saurabh Verma, Shuai Shao, Venugopal Mani, Vitali Karpinchyk

arxiv:2411.00780 v1 · 2024-10-16 · 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{534UL6G6WOYE5LJJPDUOBRWNJX}

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	2026-07-05T09:29:50.268962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eef945f8deb3b04ead2978e8e0c6cd4df16d713b31f6e0d2401e194789d39a72

Aliases

arxiv: 2411.00780 · arxiv_version: 2411.00780v1 · doi: 10.48550/arxiv.2411.00780 · pith_short_12: 534UL6G6WOYE · pith_short_16: 534UL6G6WOYE5LJJ · pith_short_8: 534UL6G6

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/534UL6G6WOYE5LJJPDUOBRWNJX \
  | 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: eef945f8deb3b04ead2978e8e0c6cd4df16d713b31f6e0d2401e194789d39a72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7291121d4687511fc95e527fb181bc99db3ef536611f0525d687170eacacc8c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-10-16T18:14:05Z",
    "title_canon_sha256": "f1c6d28906e6e298043cfe66b31869346d44ddf9a9d21e8e6029e17430d47412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00780",
    "kind": "arxiv",
    "version": 1
  }
}