Pith Number

pith:TUP4VW6Q

pith:2024:TUP4VW6QD2ELLOYGXM2IAV76UW

not attested not anchored not stored refs pending

Exploring the Limitations of Detecting Machine-Generated Text

Hawau Olamide Toyin, Jad Doughman, Osama Mohammed Afzal, Preslav Nakov, Shady Shehata, Zeerak Talat

arxiv:2406.11073 v2 · 2024-06-16 · 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{TUP4VW6QD2ELLOYGXM2IAV76UW}

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.

Receipt and verification

First computed	2026-07-05T09:47:55.581032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d1fcadbd01e88b5bb06bb348057fea59bff07899a1ca521f723ad2450bf6a59

Aliases

arxiv: 2406.11073 · arxiv_version: 2406.11073v2 · doi: 10.48550/arxiv.2406.11073 · pith_short_12: TUP4VW6QD2EL · pith_short_16: TUP4VW6QD2ELLOYG · pith_short_8: TUP4VW6Q

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/TUP4VW6QD2ELLOYGXM2IAV76UW \
  | 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: 9d1fcadbd01e88b5bb06bb348057fea59bff07899a1ca521f723ad2450bf6a59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff37534ba189c645ed1c02f1c5649c58c754fe70d81007421f3977ecab381dda",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-16T21:02:02Z",
    "title_canon_sha256": "eeb06bb6f9266036268fbf8eec30bcc65eb9fe4c2dc92d89c7b2d18267a3e34d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11073",
    "kind": "arxiv",
    "version": 2
  }
}