Pith Number

pith:J4F7VA3Z

pith:2025:J4F7VA3ZMU3UKG7XMY5N56ZD3S

not attested not anchored not stored refs pending

Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems

Ahmed Nasreldin, Ali Hamdi, Ammar Mohammed, Baraa Hikal

arxiv:2501.16616 v1 · 2025-01-28 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J4F7VA3ZMU3UKG7XMY5N56ZD3S}

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

MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection

Receipt and verification

First computed	2026-07-05T10:06:15.825156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f0bfa83796537451bf7663adefb23dc9f771eef16ff8ef381865c127acae874

Aliases

arxiv: 2501.16616 · arxiv_version: 2501.16616v1 · doi: 10.48550/arxiv.2501.16616 · pith_short_12: J4F7VA3ZMU3U · pith_short_16: J4F7VA3ZMU3UKG7X · pith_short_8: J4F7VA3Z

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/J4F7VA3ZMU3UKG7XMY5N56ZD3S \
  | 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: 4f0bfa83796537451bf7663adefb23dc9f771eef16ff8ef381865c127acae874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07d66d76fd2f0de23f1283bd83e95e58d3d1a76be2e9485ec326fabf82a5aedc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-28T01:26:22Z",
    "title_canon_sha256": "7ba7e6919690390a752ec162820541c1f0498d7e8b957baa7280a942b417ba9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16616",
    "kind": "arxiv",
    "version": 1
  }
}