Pith Number

pith:KDTJ23CU

pith:2023:KDTJ23CUT44GTALD5L4VVHAP4C

not attested not anchored not stored refs pending

Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal

Andrea Passerini, Elisa Ficarra, Emanuele Marconato, Gianpaolo Bontempo, Simone Calderara, Stefano Teso

arxiv:2302.01242 v2 · 2023-02-02 · cs.LG · 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{KDTJ23CUT44GTALD5L4VVHAP4C}

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.

Receipt and verification

First computed	2026-07-05T07:25:39.526746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50e69d6c549f38698163eaf95a9c0fe088b53e93d83b1cc692373e6741d6efe9

Aliases

arxiv: 2302.01242 · arxiv_version: 2302.01242v2 · doi: 10.48550/arxiv.2302.01242 · pith_short_12: KDTJ23CUT44G · pith_short_16: KDTJ23CUT44GTALD · pith_short_8: KDTJ23CU

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/KDTJ23CUT44GTALD5L4VVHAP4C \
  | 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: 50e69d6c549f38698163eaf95a9c0fe088b53e93d83b1cc692373e6741d6efe9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc3b78dcfd91bd6e55650d5d9eeddcf5eb5f9f878a048794b6d3cf28bd3c3272",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-02T17:24:43Z",
    "title_canon_sha256": "666d61fb8a9d9e378aa76ac1ee06569b6e16c0c130c06447351a1a1b2c1e3df2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01242",
    "kind": "arxiv",
    "version": 2
  }
}