Pith Number

pith:H5MZHWZ6

pith:2025:H5MZHWZ6SVOWXNSB4MWIPMO2MY

not attested not anchored not stored refs pending

Hallucination Detection: A Probabilistic Framework Using Embeddings Distance Analysis

Emanuele Ricco, Lorenzo Cima, Roberto Di Pietro

arxiv:2502.08663 v1 · 2025-02-10 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H5MZHWZ6SVOWXNSB4MWIPMO2MY}

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

Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement

Receipt and verification

First computed	2026-07-05T10:13:28.089924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f5993db3e955d6bb641e32c87b1da661d8a292bb7e658293652341c7ad8ea3b

Aliases

arxiv: 2502.08663 · arxiv_version: 2502.08663v1 · doi: 10.48550/arxiv.2502.08663 · pith_short_12: H5MZHWZ6SVOW · pith_short_16: H5MZHWZ6SVOWXNSB · pith_short_8: H5MZHWZ6

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/H5MZHWZ6SVOWXNSB4MWIPMO2MY \
  | 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: 3f5993db3e955d6bb641e32c87b1da661d8a292bb7e658293652341c7ad8ea3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bd8c9a8496a46861b294a4d8eb732f8a5fd87771f1ff1412137c701c61e22b4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T09:44:13Z",
    "title_canon_sha256": "5751a46368d043afb76acfc64350579c5460084cc7aef4b14e6108d1e4a5974c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08663",
    "kind": "arxiv",
    "version": 1
  }
}