Pith Number

pith:3SQBPUYW

pith:2023:3SQBPUYWIJR3CX42Z7GBT5VRNX

not attested not anchored not stored refs pending

In-Context Learning through the Bayesian Prism

Kabir Ahuja, Madhur Panwar, Navin Goyal

arxiv:2306.04891 v2 · 2023-06-08 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3SQBPUYWIJR3CX42Z7GBT5VRNX}

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

From Drift to Coherence: Stabilizing Beliefs in LLMs

Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning

LILO: Bayesian Optimization with Natural Language Feedback

Receipt and verification

First computed	2026-07-05T08:07:27.951232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dca017d3164263b15f9acfcc19f6b16df0be74bb300e9b115b841297ee85b53a

Aliases

arxiv: 2306.04891 · arxiv_version: 2306.04891v2 · doi: 10.48550/arxiv.2306.04891 · pith_short_12: 3SQBPUYWIJR3 · pith_short_16: 3SQBPUYWIJR3CX42 · pith_short_8: 3SQBPUYW

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/3SQBPUYWIJR3CX42Z7GBT5VRNX \
  | 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: dca017d3164263b15f9acfcc19f6b16df0be74bb300e9b115b841297ee85b53a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a12f39df46afe9e7403c49eb067f8caf1baf1f02e2751dbe1f80ac21fc8a3dfb",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-08T02:38:23Z",
    "title_canon_sha256": "62c5b0b289462911394ae049f2cf658b4af9070f7ef803aeddea19ff1ba24382"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04891",
    "kind": "arxiv",
    "version": 2
  }
}