Pith Number

pith:MLE3RDHV

pith:2025:MLE3RDHVBF6BSEDA3XRDJIGSDV

not attested not anchored not stored refs pending

GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning

Fangzhou Yao, Jiawei Liu, Jiaxia Yan, Kai Zhang, Linan Yue, Qi Liu, Rui Lv, WeiBo Gao, Zaixi Zhang

arxiv:2505.02027 v1 · 2025-05-04 · cs.LG · cs.AI · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLE3RDHVBF6BSEDA3XRDJIGSDV}

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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

One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:58:30.679058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62c9b88cf5097c191060dde234a0d21d557f8b84748dd3ddd358e93ea37a839d

Aliases

arxiv: 2505.02027 · arxiv_version: 2505.02027v1 · doi: 10.48550/arxiv.2505.02027 · pith_short_12: MLE3RDHVBF6B · pith_short_16: MLE3RDHVBF6BSEDA · pith_short_8: MLE3RDHV

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/MLE3RDHVBF6BSEDA3XRDJIGSDV \
  | 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: 62c9b88cf5097c191060dde234a0d21d557f8b84748dd3ddd358e93ea37a839d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "241e2fbf27d28965f7fe4690972cb8efd50de2bde2a44d6dfb914b7e600ed495",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-04T08:30:00Z",
    "title_canon_sha256": "0859261997ec5280403f1f362035729b692798e1bc702a2aa06b835c262818f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02027",
    "kind": "arxiv",
    "version": 1
  }
}