Pith Number

pith:LWSZGPO2

pith:2024:LWSZGPO2DEJ3VXIGMLIHSUFLFA

not attested not anchored not stored refs pending

Mapping the Neuro-Symbolic AI Landscape by Architectures: A Handbook on Augmenting Deep Learning Through Symbolic Reasoning

Efthymia Tsamoura, Jonathan Feldstein, Paulius Dilkas, Vaishak Belle

arxiv:2410.22077 v1 · 2024-10-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWSZGPO2DEJ3VXIGMLIHSUFLFA}

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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.

Cited by

3 papers in Pith

Quantitative Linear Logic for Neuro-Symbolic Learning and Verification

Grounding vs. Compositionality: On the Non-Complementarity of Reasoning in Neuro-Symbolic Systems

Receipt and verification

First computed	2026-07-05T09:28:03.713923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5da5933dda1913badd0662d07950ab28274b070857fbcc4d3151f83368f7c3e5

Aliases

arxiv: 2410.22077 · arxiv_version: 2410.22077v1 · doi: 10.48550/arxiv.2410.22077 · pith_short_12: LWSZGPO2DEJ3 · pith_short_16: LWSZGPO2DEJ3VXIG · pith_short_8: LWSZGPO2

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/LWSZGPO2DEJ3VXIGMLIHSUFLFA \
  | 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: 5da5933dda1913badd0662d07950ab28274b070857fbcc4d3151f83368f7c3e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fd076707b76eddf23e00d740060f415291d2ff06eca441fc44d7914d889bdaf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-29T14:35:59Z",
    "title_canon_sha256": "3ce4623055bc9666cc00bbbe765f4935c4c16af6d10dd741c94c0194ed5fabd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22077",
    "kind": "arxiv",
    "version": 1
  }
}