Pith Number

pith:522F4VHV

pith:2025:522F4VHVBA6R4NZ5EOW5ENCJCQ

not attested not anchored not stored refs pending

Identifying and Mitigating the Influence of the Prior Distribution in Large Language Models

Liyi Zhang, R. Thomas McCoy, Thomas L. Griffiths, Veniamin Veselovsky

arxiv:2504.12585 v1 · 2025-04-17 · 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{522F4VHVBA6R4NZ5EOW5ENCJCQ}

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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

2 papers in Pith

From `May' to `Is': Certainty Distortion in Language Model Rewriting

Reconstruction of Personally Identifiable Information from Supervised Finetuned Models

Receipt and verification

First computed	2026-07-05T10:50:19.000679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eeb45e54f5083d1e373d23add234491433669548fc764ae48cd85db3cfd891ac

Aliases

arxiv: 2504.12585 · arxiv_version: 2504.12585v1 · doi: 10.48550/arxiv.2504.12585 · pith_short_12: 522F4VHVBA6R · pith_short_16: 522F4VHVBA6R4NZ5 · pith_short_8: 522F4VHV

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/522F4VHVBA6R4NZ5EOW5ENCJCQ \
  | 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: eeb45e54f5083d1e373d23add234491433669548fc764ae48cd85db3cfd891ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7022456d6bc7a61dec3fc5fa7be1159ffc98c5efec37d702497e9c7d609deca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-17T02:00:53Z",
    "title_canon_sha256": "1727960ec4744626541d3657a39c3d498a17e5704b43426685c31937154598d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12585",
    "kind": "arxiv",
    "version": 1
  }
}