Pith Number

pith:JQBJQO4Z

pith:2024:JQBJQO4ZFHT5VKVAV7M24TXA7V

not attested not anchored not stored refs pending

Truthful Aggregation of LLMs with an Application to Online Advertising

Ermis Soumalias, Michael J. Curry, Sven Seuken

arxiv:2405.05905 v5 · 2024-05-09 · cs.GT · 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{JQBJQO4ZFHT5VKVAV7M24TXA7V}

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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

7 papers in Pith

Truthful Online Preference Aggregation for LLM Fine-Tuning in Mobile Crowdsourcing

Generative AI Advertising as a Problem of Trustworthy Commercial Intervention

LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots

Detecting RAG Advertisements Across Advertising Styles

Mechanism Design for Quality-Preserving LLM Advertising

Receipt and verification

First computed	2026-07-05T10:13:00.085825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c02983b9929e7daaaa0afd9ae4ee0fd5989f5f41d0918dde0fe6f73052196eb

Aliases

arxiv: 2405.05905 · arxiv_version: 2405.05905v5 · doi: 10.48550/arxiv.2405.05905 · pith_short_12: JQBJQO4ZFHT5 · pith_short_16: JQBJQO4ZFHT5VKVA · pith_short_8: JQBJQO4Z

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/JQBJQO4ZFHT5VKVAV7M24TXA7V \
  | 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: 4c02983b9929e7daaaa0afd9ae4ee0fd5989f5f41d0918dde0fe6f73052196eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2263adf4ecc12bc9f1946516019001b12f8e8555a8f9bb4fa9cf2b0e68337b7e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-05-09T17:01:31Z",
    "title_canon_sha256": "be7593c25e15c5570396fb19444adb6869c3eeee1cf7d8076fab2941705b1f1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05905",
    "kind": "arxiv",
    "version": 5
  }
}