Pith Number

pith:PLT6GPSE

pith:2025:PLT6GPSEMZML3GHVKCD4ZPPJYT

not attested not anchored not stored refs pending

DynamicBench: Evaluating Real-Time Report Generation in Large Language Models

Fei Huang, Hao Sun, Hong Xu, Jiaya Jia, Jingyao Li, Pengjun Xie, Yong Jiang, Zile Qiao

arxiv:2506.21343 v1 · 2025-06-26 · cs.LG

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\usepackage{pith}
\pithnumber{PLT6GPSEMZML3GHVKCD4ZPPJYT}

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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

1 paper in Pith

From Text to DSL: Evaluating Grammar-Based Model Generation Using Open LLMs

Receipt and verification

First computed	2026-07-05T11:27:43.959288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae7e33e446658bd98f55087ccbde9c4f04fab05a6fb1a68fe0bb5233f3fc17a

Aliases

arxiv: 2506.21343 · arxiv_version: 2506.21343v1 · doi: 10.48550/arxiv.2506.21343 · pith_short_12: PLT6GPSEMZML · pith_short_16: PLT6GPSEMZML3GHV · pith_short_8: PLT6GPSE

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/PLT6GPSEMZML3GHVKCD4ZPPJYT \
  | 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: 7ae7e33e446658bd98f55087ccbde9c4f04fab05a6fb1a68fe0bb5233f3fc17a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ddfde6c312cf3f69be4dccb60ef08305ea2c37fac220b786fdac98e53d46024",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-26T14:53:44Z",
    "title_canon_sha256": "31197bdf285bce97814c415ee01fe1ee623cdbbe29f2c6ecf8ac2b70774c2a6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21343",
    "kind": "arxiv",
    "version": 1
  }
}