Pith Number

pith:PQKYF5ER

pith:2023:PQKYF5EROXD6TIUCZF73S5OBGL

not attested not anchored not stored refs pending

Challenges with unsupervised LLM knowledge discovery

Johannes Gasteiger, Rohin Shah, Sebastian Farquhar, Vikrant Varma, Vladimir Mikulik, Zachary Kenton

arxiv:2312.10029 v2 · 2023-12-15 · 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{PQKYF5EROXD6TIUCZF73S5OBGL}

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

3 papers in Pith

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ToxiREX: A Dataset on Toxic REasoning in ConteXt

PRISM: Recovering Instruction Sets from Language Model Activations

Receipt and verification

First computed	2026-07-05T07:25:27.201580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c1582f49175c7e9a282c97fb975c132fb0168fed8fe2fcab10d74b94d38a1f2

Aliases

arxiv: 2312.10029 · arxiv_version: 2312.10029v2 · doi: 10.48550/arxiv.2312.10029 · pith_short_12: PQKYF5EROXD6 · pith_short_16: PQKYF5EROXD6TIUC · pith_short_8: PQKYF5ER

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/PQKYF5EROXD6TIUCZF73S5OBGL \
  | 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: 7c1582f49175c7e9a282c97fb975c132fb0168fed8fe2fcab10d74b94d38a1f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb8721bd48a1c4ad4b948617da5c0d9a4ea11fee35ce0156ec52b8c6f890f7b4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-15T18:49:43Z",
    "title_canon_sha256": "35f81195bdf14cbe5bb53c572389843e339b06d5cf5f84f44081eed871e36edf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10029",
    "kind": "arxiv",
    "version": 2
  }
}