Pith Number

pith:S2OKA6JI

pith:2024:S2OKA6JIQMJ2ZHNJGTQUEF7CJL

not attested not anchored not stored refs pending

Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness

Hongzhi Wen, Jiliang Tang, Kai Guo, Wei Jin, Yi Chang, Zewen Liu, Zhikai Chen

arxiv:2407.12068 v2 · 2024-07-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2OKA6JIQMJ2ZHNJGTQUEF7CJL}

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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

Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding

Receipt and verification

First computed	2026-07-05T08:49:36.666329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

969ca079288313ac9da934e14217e24af62edeb2bf7124b423240eea65f8d0b0

Aliases

arxiv: 2407.12068 · arxiv_version: 2407.12068v2 · doi: 10.48550/arxiv.2407.12068 · pith_short_12: S2OKA6JIQMJ2 · pith_short_16: S2OKA6JIQMJ2ZHNJ · pith_short_8: S2OKA6JI

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/S2OKA6JIQMJ2ZHNJGTQUEF7CJL \
  | 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: 969ca079288313ac9da934e14217e24af62edeb2bf7124b423240eea65f8d0b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ce223826160c464e35c409531971514ae0063854425e5f6b00b6a6d1dc522d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-16T09:05:31Z",
    "title_canon_sha256": "5ce640e46a206e5e3d0d4f7117510fdb4df61a0acca619638c5fe6691996190d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12068",
    "kind": "arxiv",
    "version": 2
  }
}