Pith Number

pith:623PL23W

pith:2021:623PL23WQHYAGZABVMPZ373EK6

not attested not anchored not stored refs pending

Towards Continual Knowledge Learning of Language Models

Gyeonghun Kim, Janghoon Han, Joel Jang, Joongbo Shin, Minjoon Seo, Seonghyeon Ye, Sohee Yang, Stanley Jungkyu Choi

arxiv:2110.03215 v4 · 2021-10-07 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{623PL23WQHYAGZABVMPZ373EK6}

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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

2 papers in Pith

Towards EnergyGPT: A Large Language Model Specialized for the Energy Sector

Tug-of-War within A Decade: Conflict Resolution in Vulnerability Analysis via Teacher-Guided Retrieval-Augmented Generations

Receipt and verification

First computed	2026-07-05T04:25:46.587183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6b6f5eb7681f0036401ab1f9dff6457867a1a56b40737427835cc6fb56fedff

Aliases

arxiv: 2110.03215 · arxiv_version: 2110.03215v4 · doi: 10.48550/arxiv.2110.03215 · pith_short_12: 623PL23WQHYA · pith_short_16: 623PL23WQHYAGZAB · pith_short_8: 623PL23W

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/623PL23WQHYAGZABVMPZ373EK6 \
  | 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: f6b6f5eb7681f0036401ab1f9dff6457867a1a56b40737427835cc6fb56fedff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49cb5028e579f92aacb0ac74bdee7aecf89e3392f37ba69de8c9c119ce78d4ff",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-07T07:00:57Z",
    "title_canon_sha256": "f34d704c19bdb6986777a524c3ee82c88d86652f683e075c46af6c0351700979"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03215",
    "kind": "arxiv",
    "version": 4
  }
}