Pith Number

pith:LKNC7YAG

pith:2025:LKNC7YAGACFBDRBFLGPSWJS64V

not attested not anchored not stored refs pending

Theoretical Foundations and Mitigation of Hallucination in Large Language Models

Esmail Gumaan

arxiv:2507.22915 v1 · 2025-07-20 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LKNC7YAGACFBDRBFLGPSWJS64V}

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

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models

Receipt and verification

First computed	2026-07-05T11:46:01.575384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a9a2fe006008a11c425599f2b265ee5763ba1b01fbd60b47913da6b68f009eb

Aliases

arxiv: 2507.22915 · arxiv_version: 2507.22915v1 · doi: 10.48550/arxiv.2507.22915 · pith_short_12: LKNC7YAGACFB · pith_short_16: LKNC7YAGACFBDRBF · pith_short_8: LKNC7YAG

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/LKNC7YAGACFBDRBFLGPSWJS64V \
  | 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: 5a9a2fe006008a11c425599f2b265ee5763ba1b01fbd60b47913da6b68f009eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eaca9df68b7a641877d1737a4c02df5560eb966e080001743054aefc82841a1d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-20T15:22:34Z",
    "title_canon_sha256": "be80d61003362486bcbd5b5f648c84e04869fa24d07e83a48429cf8a0a64671e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22915",
    "kind": "arxiv",
    "version": 1
  }
}