Pith Number

pith:ENTQSLGX

pith:2024:ENTQSLGXWLLCRQSRU7I7TV3THF

not attested not anchored not stored refs pending

Machine Generated Product Advertisements: Benchmarking LLMs Against Human Performance

Sanjukta Ghosh

arxiv:2412.19610 v1 · 2024-12-27 · 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{ENTQSLGXWLLCRQSRU7I7TV3THF}

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	2026-07-05T09:54:38.766820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2367092cd7b2d628c251a7d1f9d773395af6972d0b324ed1a4972f06eff8ffa8

Aliases

arxiv: 2412.19610 · arxiv_version: 2412.19610v1 · doi: 10.48550/arxiv.2412.19610 · pith_short_12: ENTQSLGXWLLC · pith_short_16: ENTQSLGXWLLCRQSR · pith_short_8: ENTQSLGX

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/ENTQSLGXWLLCRQSRU7I7TV3THF \
  | 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: 2367092cd7b2d628c251a7d1f9d773395af6972d0b324ed1a4972f06eff8ffa8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bab79a1349b5998d1f1d3ecfd220c575681a510d7ff7f399f4b4d5747ed67a09",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-27T12:11:50Z",
    "title_canon_sha256": "41552e7f24f0c3aa6098a145ea838449b45983ae305e32166220ecd3657b51f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19610",
    "kind": "arxiv",
    "version": 1
  }
}