Pith Number

pith:NWLC5F2S

pith:2023:NWLC5F2SCMWUM5V435CEIJQH5M

not attested not anchored not stored refs pending

Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning

Mark Steyvers, Michael Saxon, Wanrong Zhu, William Yang Wang, Xinyi Wang

arxiv:2301.11916 v4 · 2023-01-27 · cs.CL · cs.AI · 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{NWLC5F2SCMWUM5V435CEIJQH5M}

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

4 papers in Pith

The Assistant as a Privileged Persona: A canonical reference in cross-persona self-recognition

Pre-trained Large Language Models Learn Hidden Markov Models In-context

Online In-Context Distillation for Low-Resource Vision Language Models

One for All: A Non-Linear Transformer can Enable Cross-Domain Generalization for In-Context Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:44:16.604234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d962e9752132d4676bcdf44442607eb3ea8283e540db4a6df9df7c03ba40034

Aliases

arxiv: 2301.11916 · arxiv_version: 2301.11916v4 · doi: 10.48550/arxiv.2301.11916 · pith_short_12: NWLC5F2SCMWU · pith_short_16: NWLC5F2SCMWUM5V4 · pith_short_8: NWLC5F2S

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/NWLC5F2SCMWUM5V435CEIJQH5M \
  | 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: 6d962e9752132d4676bcdf44442607eb3ea8283e540db4a6df9df7c03ba40034

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd07b14c65621cc4766dfe7ec6ffd2af5c727706663530faf32cf43e73afb9f8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-27T18:59:01Z",
    "title_canon_sha256": "960a28a149b5024a36fcb48f08124f2f175109d35bc34ce5b077e1e88b838887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11916",
    "kind": "arxiv",
    "version": 4
  }
}