Pith Number

pith:YMVAF3HB

pith:2025:YMVAF3HBN4V4DT3EZN2JEUBZCF

not attested not anchored not stored refs pending

Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment

Heng Wang, Shangbin Feng, Xinyun Liu, Yizhuo Zhang, Yulia Tsvetkov, Zhaoxuan Tan

arxiv:2506.00845 v3 · 2025-06-01 · cs.LG · 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{YMVAF3HBN4V4DT3EZN2JEUBZCF}

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

TheoremGraph: Bridging Formal and Informal Mathematics

Are Large Language Models Suitable for Graph Computation? Progress and Prospects

Receipt and verification

First computed	2026-07-05T11:54:47.716066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c32a02ece16f2bc1cf64cb7492503911737326a21ed3daccfc4a8bb2e9aba273

Aliases

arxiv: 2506.00845 · arxiv_version: 2506.00845v3 · doi: 10.48550/arxiv.2506.00845 · pith_short_12: YMVAF3HBN4V4 · pith_short_16: YMVAF3HBN4V4DT3E · pith_short_8: YMVAF3HB

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/YMVAF3HBN4V4DT3EZN2JEUBZCF \
  | 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: c32a02ece16f2bc1cf64cb7492503911737326a21ed3daccfc4a8bb2e9aba273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "944afe8920f5e0b0af930f055bc6f0a58d61b8ac8f61e4a3f5d8634f3b2b7466",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T05:39:56Z",
    "title_canon_sha256": "f8d9bf872d0065095437da41dca378b6cf2ae6d661a20474b12f026f00e815af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00845",
    "kind": "arxiv",
    "version": 3
  }
}