Pith Number

pith:WBR4YGKP

pith:2024:WBR4YGKPETJU323SYBPM2ABLFD

not attested not anchored not stored refs pending

Asking Again and Again: Exploring LLM Robustness to Repeated Questions

Katharina von der Wense, Mario Sanz-Guerrero, Sagi Shaier

arxiv:2412.07923 v3 · 2024-12-10 · 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{WBR4YGKPETJU323SYBPM2ABLFD}

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 Are Overconfident in Their Own Responses

Receipt and verification

First computed	2026-07-05T10:29:28.240132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b063cc194f24d34deb72c05ecd002b28d21b09fb25ecc0ef0cf7fd0b5d25a0d3

Aliases

arxiv: 2412.07923 · arxiv_version: 2412.07923v3 · doi: 10.48550/arxiv.2412.07923 · pith_short_12: WBR4YGKPETJU · pith_short_16: WBR4YGKPETJU323S · pith_short_8: WBR4YGKP

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/WBR4YGKPETJU323SYBPM2ABLFD \
  | 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: b063cc194f24d34deb72c05ecd002b28d21b09fb25ecc0ef0cf7fd0b5d25a0d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "448366d8fa3cce709ce7318cd327552f8a5e9f52315bbfa38dead9ecfca99f06",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T21:09:12Z",
    "title_canon_sha256": "96b0f999d0821d921f673d3e1e375dfd11d9cf8a767a20158646166fced228b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07923",
    "kind": "arxiv",
    "version": 3
  }
}