Pith Number

pith:JHAFFCFT

pith:2024:JHAFFCFTAYE5RY765TKISCZONI

not attested not anchored not stored refs pending

A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Chenchen Ye, He Chang, Jie Wu, Tat-Seng Chua, Xianglin Huang, Yunshan Ma, Zhengmao Yang, Zhulin Tao

arxiv:2407.11638 v2 · 2024-07-16 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHAFFCFTAYE5RY765TKISCZONI}

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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

2 papers in Pith

ForecastAgentSearch: Towards a Multi-Expert Agent Search System for Geopolitical Event Forecasting

A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts

Receipt and verification

First computed	2026-07-05T11:06:22.435695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49c05288b30609d8e3feecd4890b2e6a05fd511dd5f337c52820d0b0d9ddd644

Aliases

arxiv: 2407.11638 · arxiv_version: 2407.11638v2 · doi: 10.48550/arxiv.2407.11638 · pith_short_12: JHAFFCFTAYE5 · pith_short_16: JHAFFCFTAYE5RY76 · pith_short_8: JHAFFCFT

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/JHAFFCFTAYE5RY765TKISCZONI \
  | 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: 49c05288b30609d8e3feecd4890b2e6a05fd511dd5f337c52820d0b0d9ddd644

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67c3417fd1f3ec8eedd2a75362f1c27c2c0ce992d4d81fce68bb728cfa0b2032",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-16T11:58:54Z",
    "title_canon_sha256": "daaa8ffd644b3b092967b2fa7a66c0917821ee0549340863e14cd4c3d6c48054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11638",
    "kind": "arxiv",
    "version": 2
  }
}