Pith Number

pith:ZEJESK5V

pith:2025:ZEJESK5VHXKENM6ZZPR3CTL25O

not attested not anchored not stored refs pending

Maximum Hallucination Standards for Domain-Specific Large Language Models

Tingmingke Lu

arxiv:2503.05481 v1 · 2025-03-07 · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZEJESK5VHXKENM6ZZPR3CTL25O}

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

A comprehensive taxonomy of hallucinations in Large Language Models

Receipt and verification

First computed	2026-07-05T10:26:29.400181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c912492bb53dd446b3d9cbe3b14d7aeb8d9fdd4cdd6f4eb4167f8de0276600ed

Aliases

arxiv: 2503.05481 · arxiv_version: 2503.05481v1 · doi: 10.48550/arxiv.2503.05481 · pith_short_12: ZEJESK5VHXKE · pith_short_16: ZEJESK5VHXKENM6Z · pith_short_8: ZEJESK5V

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/ZEJESK5VHXKENM6ZZPR3CTL25O \
  | 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: c912492bb53dd446b3d9cbe3b14d7aeb8d9fdd4cdd6f4eb4167f8de0276600ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d506a602579dfb9ea558926c587dae839894f0baf133a733d99bb945d717b591",
    "cross_cats_sorted": [
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2025-03-07T14:51:29Z",
    "title_canon_sha256": "aa438b85f4a69551a77053650a2d1fb5221240f908d1d8914686c663c79a02cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05481",
    "kind": "arxiv",
    "version": 1
  }
}