Pith. sign in
Pith Number

pith:EIHZT225

pith:2025:EIHZT225XB23CV55VNABUVEQFU
not attested not anchored not stored refs pending

Modeling Hawkish-Dovish Latent Beliefs in Multi-Agent Debate-Based LLMs for Monetary Policy Decision Classification

Kaito Takano, Kei Nakagawa, Masanori Hirano

arxiv:2511.02469 v1 · 2025-11-04 · q-fin.CP · cs.AI · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EIHZT225XB23CV55VNABUVEQFU}

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 2026-06-09T01:04:39.865450Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

220f99eb5db875b157bdab401a54902d071595f373b773be521bdd4d4f8dc619

Aliases

arxiv: 2511.02469 · arxiv_version: 2511.02469v1 · doi: 10.48550/arxiv.2511.02469 · pith_short_12: EIHZT225XB23 · pith_short_16: EIHZT225XB23CV55 · pith_short_8: EIHZT225
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EIHZT225XB23CV55VNABUVEQFU \
  | 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: 220f99eb5db875b157bdab401a54902d071595f373b773be521bdd4d4f8dc619
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fe4f1dbb87d9a1d1beb01f6dcefcd23d1276c94a019ca1d83a5a9f5bec3b8c75",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2025-11-04T10:56:01Z",
    "title_canon_sha256": "cfa812494cd0350f2eb2561b0213f5c38615bb5b5bd9afb2fe3db1cec292fe58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.02469",
    "kind": "arxiv",
    "version": 1
  }
}