Pith Number

pith:H77O2BSF

pith:2024:H77O2BSFXXANLQUHFVBW2MUOUK

not attested not anchored not stored refs pending

Confabulation: The Surprising Value of Large Language Model Hallucinations

Eamon Duede, Peiqi Sui, Richard Jean So, Sophie Wu

arxiv:2406.04175 v2 · 2024-06-06 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H77O2BSFXXANLQUHFVBW2MUOUK}

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

AI Virtue: What is "Good" Knowledge in the Age of Artificial Intelligence?

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations

Structure Guided Retrieval-Augmented Generation for Factual Queries

Receipt and verification

First computed	2026-07-05T08:36:48.334491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ffeed0645bdc0d5c2872d436d328ea2b19949d0e939861a2cd3189a3de0933d

Aliases

arxiv: 2406.04175 · arxiv_version: 2406.04175v2 · doi: 10.48550/arxiv.2406.04175 · pith_short_12: H77O2BSFXXAN · pith_short_16: H77O2BSFXXANLQUH · pith_short_8: H77O2BSF

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/H77O2BSFXXANLQUHFVBW2MUOUK \
  | 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: 3ffeed0645bdc0d5c2872d436d328ea2b19949d0e939861a2cd3189a3de0933d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1da8d6aa190b97a9577f4df0cad145a461b0de1f8aac27e6876b135cafb08595",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-06T15:32:29Z",
    "title_canon_sha256": "a89f3c23c60a6d666581f2d25b154be22ccd0d9773102f59fff882ec78f47969"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04175",
    "kind": "arxiv",
    "version": 2
  }
}