Pith Number

pith:AHTO3WDX

pith:2026:AHTO3WDXNHJVPD5CWBNA4DQHKL

not attested not anchored not stored refs pending

Neural Parameter Calibration for Finite-State Mean Field Games

Anna C.M. Th\"oni, G\"ok\c{c}e Dayan{\i}kl{\i}, Gr\'egoire Lambrecht, Mathieu Lauri\`ere, Tal Kachman, Yonathan Efroni

arxiv:2606.23155 v1 · 2026-06-22 · cs.GT · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AHTO3WDXNHJVPD5CWBNA4DQHKL}

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	2026-06-23T03:14:11.556284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01e6edd87769d3578fa2b05a0e0e0752ea0928cb666db725f959f101fc44a794

Aliases

arxiv: 2606.23155 · arxiv_version: 2606.23155v1 · doi: 10.48550/arxiv.2606.23155 · pith_short_12: AHTO3WDXNHJV · pith_short_16: AHTO3WDXNHJVPD5C · pith_short_8: AHTO3WDX

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/AHTO3WDXNHJVPD5CWBNA4DQHKL \
  | 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: 01e6edd87769d3578fa2b05a0e0e0752ea0928cb666db725f959f101fc44a794

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e6c056805d5c4bdbd9dbf24bbf25613314f9797d8c443bff1990daa1d9815ff",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2026-06-22T11:00:43Z",
    "title_canon_sha256": "a49d49d7678b84722f0b99e1909377a8461219378679f1f1055a09ee63bd41d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23155",
    "kind": "arxiv",
    "version": 1
  }
}