Pith Number

pith:4J27JLYX

pith:2026:4J27JLYXRTUUA72VVEZRUGKQ3O

not attested not anchored not stored refs pending

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Junshu Sun, Qingming Huang, Shuhui Wang, Wanxing Chang

arxiv:2606.22429 v1 · 2026-06-21 · 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{4J27JLYXRTUUA72VVEZRUGKQ3O}

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.

Receipt and verification

First computed	2026-06-23T02:13:38.236589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e275f4af178ce9407f55a9331a1950db84d30505f4dc63e737c6a3020efbc42a

Aliases

arxiv: 2606.22429 · arxiv_version: 2606.22429v1 · doi: 10.48550/arxiv.2606.22429 · pith_short_12: 4J27JLYXRTUU · pith_short_16: 4J27JLYXRTUUA72V · pith_short_8: 4J27JLYX

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/4J27JLYXRTUUA72VVEZRUGKQ3O \
  | 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: e275f4af178ce9407f55a9331a1950db84d30505f4dc63e737c6a3020efbc42a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90260ea47f435862b765452e22b03293ab95d88ff4d17d6d5aacad6f8fa432d1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-21T10:40:33Z",
    "title_canon_sha256": "2cde713e317c00cee8d5d3f4c64d7163adbb921fc7483391e65d9b8dee1ea26c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22429",
    "kind": "arxiv",
    "version": 1
  }
}