Pith Number

pith:4YVMUQOJ

pith:2024:4YVMUQOJ2TUA6NTZVZNRZGSDF4

not attested not anchored not stored refs pending

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators

Laura Aina, Llu\'is M\`arquez, Mat\'eo Mahaut, Momchil Hardalov, Paula Czarnowska, Thomas M\"uller

arxiv:2406.13415 v1 · 2024-06-19 · cs.CL · 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{4YVMUQOJ2TUA6NTZVZNRZGSDF4}

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

2 papers in Pith

Diagnosing LLM Arbitration Behavior over Pre-evidence Epistemic States in RAG-based Fact-Checking

Before Thinking, Learn to Decide: Proactive Routing for Efficient Visual Reasoning

Receipt and verification

First computed	2026-07-05T09:40:58.647638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e62aca41c9d4e80f3679ae5b1c9a432f37860202d455c80a5f428d4038ec94a3

Aliases

arxiv: 2406.13415 · arxiv_version: 2406.13415v1 · doi: 10.48550/arxiv.2406.13415 · pith_short_12: 4YVMUQOJ2TUA · pith_short_16: 4YVMUQOJ2TUA6NTZ · pith_short_8: 4YVMUQOJ

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/4YVMUQOJ2TUA6NTZVZNRZGSDF4 \
  | 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: e62aca41c9d4e80f3679ae5b1c9a432f37860202d455c80a5f428d4038ec94a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e7642bad223f7aab231a64a023ee0def6474ab56f4ff22ca89f49af43d843b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-19T10:11:37Z",
    "title_canon_sha256": "1daeb8d720dd5cf9de5276dbd83ee7148d01c5f098773b3078e25a1b0e0d0182"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13415",
    "kind": "arxiv",
    "version": 1
  }
}