Pith Number

pith:AEQ6PBZT

pith:2023:AEQ6PBZTYUXMIEAO3IBTIDYEDU

not attested not anchored not stored refs pending

Chunking: Continual Learning is not just about Distribution Shift

Amos Storkey, Thomas L. Lee

arxiv:2310.02206 v2 · 2023-10-03 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEQ6PBZTYUXMIEAO3IBTIDYEDU}

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	2026-07-05T08:42:30.453524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0121e78733c52ec4100eda03340f041d3e45b4a0becbfb58b08ccdc1437b35b3

Aliases

arxiv: 2310.02206 · arxiv_version: 2310.02206v2 · doi: 10.48550/arxiv.2310.02206 · pith_short_12: AEQ6PBZTYUXM · pith_short_16: AEQ6PBZTYUXMIEAO · pith_short_8: AEQ6PBZT

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/AEQ6PBZTYUXMIEAO3IBTIDYEDU \
  | 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: 0121e78733c52ec4100eda03340f041d3e45b4a0becbfb58b08ccdc1437b35b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f12c89c3a45a6bf8da2a795b93da9363956455a843be356d48360d8fb329bf8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-03T17:04:33Z",
    "title_canon_sha256": "29620bda2dddc7ab18acbe824b1cf7b2e41b9cb72b48be257cc7e10d896d58f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02206",
    "kind": "arxiv",
    "version": 2
  }
}