Pith Number

pith:FUNT4SMB

pith:2025:FUNT4SMBVWMCLKGWKAUERQ3XL7

not attested not anchored not stored refs pending

Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation

Hieu Nguyen, Kristina Lerman, Sharanya Kumari Shivakumar, Shoumik Atul Gandre, Ujjwal Pasupulety, Zihao He

arxiv:2502.11306 v1 · 2025-02-16 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FUNT4SMBVWMCLKGWKAUERQ3XL7}

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

Information Extraction from Electricity Invoices with General-Purpose Large Language Models

Receipt and verification

First computed	2026-07-05T10:15:06.441508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d1b3e4981ad9825a8d6502848c3775ff0dce12200a51dcd92ce20d52c63e28f

Aliases

arxiv: 2502.11306 · arxiv_version: 2502.11306v1 · doi: 10.48550/arxiv.2502.11306 · pith_short_12: FUNT4SMBVWMC · pith_short_16: FUNT4SMBVWMCLKGW · pith_short_8: FUNT4SMB

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/FUNT4SMBVWMCLKGWKAUERQ3XL7 \
  | 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: 2d1b3e4981ad9825a8d6502848c3775ff0dce12200a51dcd92ce20d52c63e28f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cf08f0b16ce2521c0fa2febdee4880a7b71aa836dcec9f267e4500868bea12c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-16T23:05:36Z",
    "title_canon_sha256": "1bb2dda978e7e02fda59ff843850259c4a93d8676f2e0e8f9707ee4a739faf89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11306",
    "kind": "arxiv",
    "version": 1
  }
}