Pith Number

pith:UZSRIGAU

pith:2024:UZSRIGAUVVGOWJ5RHNOJGNEZDR

not attested not anchored not stored refs pending

Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency

Akila Wickramasekara, Frank Breitinger, Mark Scanlon

arxiv:2402.19366 v3 · 2024-02-29 · cs.CR · 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{UZSRIGAUVVGOWJ5RHNOJGNEZDR}

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

Scout: Leveraging Large Language Models for Rapid Digital Evidence Discovery

Receipt and verification

First computed	2026-07-05T10:07:39.659723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a665141814ad4ceb27b13b5c9334991c6dd9a34aad8bb8b91d3b09937274420b

Aliases

arxiv: 2402.19366 · arxiv_version: 2402.19366v3 · doi: 10.48550/arxiv.2402.19366 · pith_short_12: UZSRIGAUVVGO · pith_short_16: UZSRIGAUVVGOWJ5R · pith_short_8: UZSRIGAU

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/UZSRIGAUVVGOWJ5RHNOJGNEZDR \
  | 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: a665141814ad4ceb27b13b5c9334991c6dd9a34aad8bb8b91d3b09937274420b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eebafa2c74766ca436652d41364d9ed0443996d871f6abc32a044d0af89b81b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-29T17:13:44Z",
    "title_canon_sha256": "576c239ec60e07d2339c7f9c9fee8d105813259f6572293e8292fb0c90226b73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.19366",
    "kind": "arxiv",
    "version": 3
  }
}