Pith Number

pith:4W44XW2X

pith:2023:4W44XW2XFTUM2BVXE2GKSXITBS

not attested not anchored not stored refs pending

Exploring Recommendation Capabilities of GPT-4V(ision): A Preliminary Case Study

Jaeboum Kim, Junling Liu, Meng Cao, Peilin Zhou, Peiyan Zhang, Qichen Ye, Yining Hua, You-Liang Huang, Yueqi Xie

arxiv:2311.04199 v1 · 2023-11-07 · 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{4W44XW2XFTUM2BVXE2GKSXITBS}

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	2026-07-05T07:10:12.247330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5b9cbdb572ce8cd06b7268ca95d130cbc8fb4235ce8a2de8e4998c20460fd45

Aliases

arxiv: 2311.04199 · arxiv_version: 2311.04199v1 · doi: 10.48550/arxiv.2311.04199 · pith_short_12: 4W44XW2XFTUM · pith_short_16: 4W44XW2XFTUM2BVX · pith_short_8: 4W44XW2X

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/4W44XW2XFTUM2BVXE2GKSXITBS \
  | 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: e5b9cbdb572ce8cd06b7268ca95d130cbc8fb4235ce8a2de8e4998c20460fd45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2022c371b84649bc1f92254f943f2c60c1486e25b702057f3b1454a44001f421",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-07T18:39:10Z",
    "title_canon_sha256": "7113d28e12fe1a8d67d592050fef22ddfec6f45d22d262bc40ff9132433c6861"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.04199",
    "kind": "arxiv",
    "version": 1
  }
}