Pith Number

pith:E3WVRJ45

pith:2022:E3WVRJ45VVX24PDLIVFUNHYCVE

not attested not anchored not stored refs pending

A Review on Language Models as Knowledge Bases

Asli Celikyilmaz, Badr AlKhamissi, Marjan Ghazvininejad, Millicent Li, Mona Diab

arxiv:2204.06031 v1 · 2022-04-12 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{E3WVRJ45VVX24PDLIVFUNHYCVE}

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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

6 papers in Pith

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence

Retrieval-Augmented Generation for Natural Language Processing: A Survey

Mass-Editing Memory in a Transformer

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

The Rise and Potential of Large Language Model Based Agents: A Survey

Receipt and verification

First computed	2026-07-05T04:14:29.047481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26ed58a79dad6fae3c6b454b469f02a90af9f5ac72f043ba72afe4020dfaa72f

Aliases

arxiv: 2204.06031 · arxiv_version: 2204.06031v1 · doi: 10.48550/arxiv.2204.06031 · pith_short_12: E3WVRJ45VVX2 · pith_short_16: E3WVRJ45VVX24PDL · pith_short_8: E3WVRJ45

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/E3WVRJ45VVX24PDLIVFUNHYCVE \
  | 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: 26ed58a79dad6fae3c6b454b469f02a90af9f5ac72f043ba72afe4020dfaa72f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92bbb76f5d88c55a2da1f01e26f92317307f9f780b4e85767024f84b27ed8284",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-12T18:35:23Z",
    "title_canon_sha256": "deef8a9e75a1ab705986472d4d1fe85885d9a24134fc1a4b7760f5371786a36a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.06031",
    "kind": "arxiv",
    "version": 1
  }
}