Pith Number

pith:I2YKE3AZ

pith:2025:I2YKE3AZWXHH56JCWVTTRN5NIG

not attested not anchored not stored refs pending

GraphSOS: Graph Sampling and Order Selection to Help LLMs Understand Graphs Better

Bingce Wang, Hanlin Xue, Tong Mo, Weiping Li, Xu Chu, Zhijie Tan

arxiv:2501.14427 v3 · 2025-01-24 · 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{I2YKE3AZWXHH56JCWVTTRN5NIG}

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

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization

Receipt and verification

First computed	2026-07-05T10:13:07.539424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46b0a26c19b5ce7ef922b56738b7ad4194201588c31b7f2f1d3549b2f415b219

Aliases

arxiv: 2501.14427 · arxiv_version: 2501.14427v3 · doi: 10.48550/arxiv.2501.14427 · pith_short_12: I2YKE3AZWXHH · pith_short_16: I2YKE3AZWXHH56JC · pith_short_8: I2YKE3AZ

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/I2YKE3AZWXHH56JCWVTTRN5NIG \
  | 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: 46b0a26c19b5ce7ef922b56738b7ad4194201588c31b7f2f1d3549b2f415b219

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bdd648f17d2b70173e6353a467c8599415f2d835be13e5ff3667d3480a96240",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-24T11:55:57Z",
    "title_canon_sha256": "ed4862f1ccd989e9576d1c68a3e816b6abea445800a7df5a41f29e9ae289e42b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14427",
    "kind": "arxiv",
    "version": 3
  }
}