Pith Number

pith:HPZPRGEP

pith:2026:HPZPRGEPZ775VW5IHTVOHZDWQX

not attested not anchored not stored refs pending

HalluWorld: A Controlled Benchmark for Hallucination via Reference World Models

Emmy Liu, Karan Singh, Michael Yu, Sachin Kumar, Steven Y. Feng, Varun Gangal, Zhuofu Tao

arxiv:2605.19341 v1 · 2026-05-19 · cs.CL · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HPZPRGEPZ775VW5IHTVOHZDWQX}

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.

Receipt and verification

First computed	2026-05-20T01:05:40.326782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bf2f8988fcfffdadba83ceae3e47685fcda45c1915433f853930f03a44532c3

Aliases

arxiv: 2605.19341 · arxiv_version: 2605.19341v1 · doi: 10.48550/arxiv.2605.19341 · pith_short_12: HPZPRGEPZ775 · pith_short_16: HPZPRGEPZ775VW5I · pith_short_8: HPZPRGEP

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/HPZPRGEPZ775VW5IHTVOHZDWQX \
  | 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: 3bf2f8988fcfffdadba83ceae3e47685fcda45c1915433f853930f03a44532c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95a74d2698adb1c9ed977a4d4ae133e4881791153f56b6de9dfc83441d98a648",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-19T04:29:03Z",
    "title_canon_sha256": "cac7bd03597a8db66dc1a6af33459619ccfe3e4052a3b7c49ffd30dc2ebf6e3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19341",
    "kind": "arxiv",
    "version": 1
  }
}