Pith Number

pith:JL24DBQA

pith:2024:JL24DBQA32A3LVWQVSF6QX6Y7W

not attested not anchored not stored refs pending

Conditional Logical Message Passing Transformer for Complex Query Answering

Chongzhi Zhang, Junhao Zheng, Qianli Ma, Zhiping Peng

arxiv:2402.12954 v2 · 2024-02-20 · cs.LG · cs.AI · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JL24DBQA32A3LVWQVSF6QX6Y7W}

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

1 paper in Pith

Neural Scalable Symbolic Search Framework for Complex Logical Queries with Multiple Free Variables

Receipt and verification

First computed	2026-07-05T08:54:07.257910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af5c18600de81b5d6d0ac8be85fd8fd88e1a749f45b70e88232369786ce36dd

Aliases

arxiv: 2402.12954 · arxiv_version: 2402.12954v2 · doi: 10.48550/arxiv.2402.12954 · pith_short_12: JL24DBQA32A3 · pith_short_16: JL24DBQA32A3LVWQ · pith_short_8: JL24DBQA

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/JL24DBQA32A3LVWQVSF6QX6Y7W \
  | 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: 4af5c18600de81b5d6d0ac8be85fd8fd88e1a749f45b70e88232369786ce36dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2af8418f2878a2817cc615878749b18a8d3cd182c010481bc284b451c211b452",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-20T12:17:01Z",
    "title_canon_sha256": "4d7e756d18e40f3cb13093fe13422ffcbe6695c513cfb4f585e3467c9bc1a040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12954",
    "kind": "arxiv",
    "version": 2
  }
}