Pith Number

pith:DRR5WSH7

pith:2024:DRR5WSH7LY2M57TXXHASAFL3L6

not attested not anchored not stored refs pending

LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings

Duo Wang, Fengzhi Li, Junjie Wu, Yuan Zuo

arxiv:2408.14512 v3 · 2024-08-25 · cs.LG · cs.AI · 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{DRR5WSH7LY2M57TXXHASAFL3L6}

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

2 papers in Pith

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation

KoRe: Compact Knowledge Representations for Large Language Models

Receipt and verification

First computed	2026-07-05T09:51:35.735352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c63db48ff5e34cefe77b9c120157b5f8a32c16aa271e0779a72112f0f79fc39

Aliases

arxiv: 2408.14512 · arxiv_version: 2408.14512v3 · doi: 10.48550/arxiv.2408.14512 · pith_short_12: DRR5WSH7LY2M · pith_short_16: DRR5WSH7LY2M57TX · pith_short_8: DRR5WSH7

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/DRR5WSH7LY2M57TXXHASAFL3L6 \
  | 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: 1c63db48ff5e34cefe77b9c120157b5f8a32c16aa271e0779a72112f0f79fc39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0c6fa37e547a5256823431605099a8c4282d44da3c16c1b8e515ab384e33b7c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-25T04:32:45Z",
    "title_canon_sha256": "4c0c4fee10136fc3d5ae4964f7a9cd1938d1b91015204a2f823974c5099ec2ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14512",
    "kind": "arxiv",
    "version": 3
  }
}