Pith Number

pith:5KT5NQYA

pith:2024:5KT5NQYAVFG2UCD3DGDTAXOJ4C

not attested not anchored not stored refs pending

Approaching Human-Level Forecasting with Language Models

Chen Yueh-Han, Danny Halawi, Fred Zhang, Jacob Steinhardt

arxiv:2402.18563 v1 · 2024-02-28 · cs.LG · cs.AI · cs.CL · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5KT5NQYAVFG2UCD3DGDTAXOJ4C}

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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

14 papers in Pith

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Argumentative Large Language Models for Explainable and Contestable Claim Verification

Receipt and verification

First computed	2026-07-05T07:50:17.370028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eaa7d6c300a94daa087b1987305dc9e0bed99868b6cd793fe162d11e4819f6d6

Aliases

arxiv: 2402.18563 · arxiv_version: 2402.18563v1 · doi: 10.48550/arxiv.2402.18563 · pith_short_12: 5KT5NQYAVFG2 · pith_short_16: 5KT5NQYAVFG2UCD3 · pith_short_8: 5KT5NQYA

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/5KT5NQYAVFG2UCD3DGDTAXOJ4C \
  | 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: eaa7d6c300a94daa087b1987305dc9e0bed99868b6cd793fe162d11e4819f6d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba9e2e17aee463a20004b3568f82f9520683e0428336697d305750a524648d12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-28T18:54:18Z",
    "title_canon_sha256": "4a9c96b4eac217da04797debba7f10cd9835ddd244ddcb63aa2ee4da4065e037"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18563",
    "kind": "arxiv",
    "version": 1
  }
}