Pith Number

pith:XJGVZHBM

pith:2024:XJGVZHBM6CEXXWDVB7ATWYHUXQ

not attested not anchored not stored refs pending

Time Awareness in Large Language Models: Benchmarking Fact Recall Across Time

David Herel, Jiri Jirak, Tomas Mikolov, Vojtech Bartek

arxiv:2409.13338 v3 · 2024-09-20 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XJGVZHBM6CEXXWDVB7ATWYHUXQ}

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

5 papers in Pith

Forecasting With LLMs: Improved Generalization Through Feature Steering

Right Knowledge, Wrong Answer: Characterizing Parametric Temporal Conflict in Open-Weight Language Models

Temporal Preference Concepts and their Functions in a Large Language Model

From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes

TIME: Temporally Intelligent Meta-reasoning Engine for Context-Triggered Explicit Reasoning

Receipt and verification

First computed	2026-07-05T11:03:16.946975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba4d5c9c2cf0897bd8750fc13b60f4bc26d8b281cdd226fd95ce5d1c316bfb5c

Aliases

arxiv: 2409.13338 · arxiv_version: 2409.13338v3 · doi: 10.48550/arxiv.2409.13338 · pith_short_12: XJGVZHBM6CEX · pith_short_16: XJGVZHBM6CEXXWDV · pith_short_8: XJGVZHBM

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/XJGVZHBM6CEXXWDVB7ATWYHUXQ \
  | 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: ba4d5c9c2cf0897bd8750fc13b60f4bc26d8b281cdd226fd95ce5d1c316bfb5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee6bb6f9e02875dd14846f0fd162849de0a7f5096917ff27de2d6d2d907caa84",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-20T08:57:20Z",
    "title_canon_sha256": "dc5f6b58dc4cd5dfff66a5aa270fea3e6948cf84b4c98f3d1b33598136812ead"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13338",
    "kind": "arxiv",
    "version": 3
  }
}