Pith Number

pith:AKTMNOZE

pith:2020:AKTMNOZE7TBXLFZUIKTHFAES2J

not attested not anchored not stored refs pending

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective

Artur Garcez, Luis C. Lamb, Marcelo Prates, Marco Gori, Moshe Vardi, Pedro Avelar

arxiv:2003.00330 v7 · 2020-02-29 · cs.AI · cs.CL · cs.LG · 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{AKTMNOZE7TBXLFZUIKTHFAES2J}

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

3 papers in Pith

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Persona-Trained Monte Carlo: Estimating Market-Outcome Distributions via Swarms of Persona-Conditioned Neural Policy Bots in a Limit Order Book

Semantic Channel Theory: Deductive Compression and Structural Fidelity for Multi-Agent Communication

Receipt and verification

First computed	2026-07-05T02:48:32.838538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02a6c6bb24fcc375973442a6728092d25c875fc07acabecbb5ad7a1cba2257b9

Aliases

arxiv: 2003.00330 · arxiv_version: 2003.00330v7 · doi: 10.48550/arxiv.2003.00330 · pith_short_12: AKTMNOZE7TBX · pith_short_16: AKTMNOZE7TBXLFZU · pith_short_8: AKTMNOZE

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/AKTMNOZE7TBXLFZUIKTHFAES2J \
  | 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: 02a6c6bb24fcc375973442a6728092d25c875fc07acabecbb5ad7a1cba2257b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dd908f5315287be1ba727e85a215c2f44880edcda727f45bddd5e2b97163e61",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-02-29T18:55:13Z",
    "title_canon_sha256": "b3ab5e53955e2531f5b31b1df16bbd8e97bd75b2b6b095f457f7da04953e7f79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.00330",
    "kind": "arxiv",
    "version": 7
  }
}