Pith Number

pith:FIZ6GATV

pith:2025:FIZ6GATVI64H4HKV7BCHV4YYMH

not attested not anchored not stored refs pending

An Interpretable Automated Mechanism Design Framework with Large Language Models

Jiayuan Liu, Mingyu Guo, Vincent Conitzer

arxiv:2502.12203 v1 · 2025-02-16 · cs.LG · cs.AI · cs.GT · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FIZ6GATVI64H4HKV7BCHV4YYMH}

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

3 papers in Pith

Constitutional Arms Races in the Public Goods Game: Co-Evolving LLM Constitutions Under Cooperation-Defection Pressure

Mechanism Design Is Not Enough: Prosocial Agents for Cooperative AI

Receipt and verification

First computed	2026-07-05T10:15:51.852312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a33e3027547b87e1d55f8447af31861d0f0afe7e733016989a7e608c1160fae

Aliases

arxiv: 2502.12203 · arxiv_version: 2502.12203v1 · doi: 10.48550/arxiv.2502.12203 · pith_short_12: FIZ6GATVI64H · pith_short_16: FIZ6GATVI64H4HKV · pith_short_8: FIZ6GATV

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/FIZ6GATVI64H4HKV7BCHV4YYMH \
  | 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: 2a33e3027547b87e1d55f8447af31861d0f0afe7e733016989a7e608c1160fae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b0dc7ce4b97c68470c35f2f8e0526b601d7e49e91c23641ffc492befa73095f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-16T12:33:03Z",
    "title_canon_sha256": "e33e11490b6c476af325b71b67b50e033a476d26aa61d9dce3918c439e7e77de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12203",
    "kind": "arxiv",
    "version": 1
  }
}