Pith Number

pith:GBDRN2KF

pith:2026:GBDRN2KFH2PSXOYAPH7V6CISW7

not attested not anchored not stored refs pending

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models

Fanyu Meng, Fengzhi Li, Junlan Feng, Liang Zhang, Ruiqing Zhao, Yansong Liu, Yuan Zuo, Yunfei Ma

arxiv:2603.02938 v2 · 2026-03-03 · 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{GBDRN2KFH2PSXOYAPH7V6CISW7}

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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

A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning

Receipt and verification

First computed	2026-05-22T01:03:59.395267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

304716e9453e9f2bbb0079ff5f0912b7ecb48139dfe6198c3f0b605e5a4ca526

Aliases

arxiv: 2603.02938 · arxiv_version: 2603.02938v2 · doi: 10.48550/arxiv.2603.02938 · pith_short_12: GBDRN2KFH2PS · pith_short_16: GBDRN2KFH2PSXOYA · pith_short_8: GBDRN2KF

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/GBDRN2KFH2PSXOYAPH7V6CISW7 \
  | 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: 304716e9453e9f2bbb0079ff5f0912b7ecb48139dfe6198c3f0b605e5a4ca526

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04d5e16399b0b8bea1be51cc5ee5eae6c8ecf81fd6143ee46b6e5f8c7b465b88",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-03T12:47:44Z",
    "title_canon_sha256": "7f63c80645d41e1a66e828a383481378264b2238d99cf0efc1ae84cc01f39317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.02938",
    "kind": "arxiv",
    "version": 2
  }
}