Pith Number

pith:ZH4YBXQM

pith:2022:ZH4YBXQMLWNDRIQT6ORVBSWVQU

not attested not anchored not stored refs pending

The Debate Over Understanding in AI's Large Language Models

David C. Krakauer, Melanie Mitchell

arxiv:2210.13966 v3 · 2022-10-14 · 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{ZH4YBXQMLWNDRIQT6ORVBSWVQU}

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.

Cited by

1 paper in Pith

Large Language Models for Zero-Shot Multicultural Name Recognition

Receipt and verification

First computed	2026-07-05T06:00:57.531929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9f980de0c5d9a38a213f3a350cad5850925a98b2e85a877a57f7c1edaa12578

Aliases

arxiv: 2210.13966 · arxiv_version: 2210.13966v3 · doi: 10.48550/arxiv.2210.13966 · pith_short_12: ZH4YBXQMLWND · pith_short_16: ZH4YBXQMLWNDRIQT · pith_short_8: ZH4YBXQM

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/ZH4YBXQMLWNDRIQT6ORVBSWVQU \
  | 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: c9f980de0c5d9a38a213f3a350cad5850925a98b2e85a877a57f7c1edaa12578

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7058359d9f72be978b1c838a7a60cbcb1e443849f0f3f6cfe4a5307eda06660",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-14T17:04:29Z",
    "title_canon_sha256": "f83c432c1cac5a8a2e96d27cf2bd2ae6b84babbf70d56a41e02c3e0547548227"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13966",
    "kind": "arxiv",
    "version": 3
  }
}