Pith. sign in
Pith Number

pith:HRWUKU2I

pith:2024:HRWUKU2IHIHWI4DTKXHXB4HZGC
not attested not anchored not stored refs pending

Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)

Chencheng Liang, Julie Cailler, Mohamed Faouzi Atig, Parosh Aziz Abdulla, Philipp R\"ummer

arxiv:2411.15194 v1 · 2024-11-19 · cs.LG · cs.AI · cs.CL · cs.LO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HRWUKU2IHIHWI4DTKXHXB4HZGC}

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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.
Receipt and verification
First computed 2026-07-05T09:40:01.177559Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3c6d4553483a0f64707355cf70f0f930bf73f7837e78096538fe57eac2615d32

Aliases

arxiv: 2411.15194 · arxiv_version: 2411.15194v1 · doi: 10.48550/arxiv.2411.15194 · pith_short_12: HRWUKU2IHIHW · pith_short_16: HRWUKU2IHIHWI4DT · pith_short_8: HRWUKU2I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HRWUKU2IHIHWI4DTKXHXB4HZGC \
  | 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: 3c6d4553483a0f64707355cf70f0f930bf73f7837e78096538fe57eac2615d32
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8de46b9150630672d06c47037c7e3e53f0981a49d30f6758b0e1820ee2dcff9d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-19T14:15:34Z",
    "title_canon_sha256": "1359420161fa9d7b3a5ab02d87dde362db955e9e8e454dc3a7834b966461fa4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15194",
    "kind": "arxiv",
    "version": 1
  }
}