Pith Number

pith:G3QLNR7K

pith:2024:G3QLNR7KXINYP4DW7G6M5WONTY

not attested not anchored not stored refs pending

Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation

Christian Heumann, Esteban Garces Arias, Matthias A{\ss}enmacher, Meimingwei Li

arxiv:2410.06097 v2 · 2024-10-08 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G3QLNR7KXINYP4DW7G6M5WONTY}

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

1 paper in Pith

A Comparative Study of Decoding Strategies in Medical Text Generation

Receipt and verification

First computed	2026-07-05T09:49:11.289852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36e0b6c7eaba1b87f076f9bcced9cd9e23439926aad181095f9e69550f9eb5b3

Aliases

arxiv: 2410.06097 · arxiv_version: 2410.06097v2 · doi: 10.48550/arxiv.2410.06097 · pith_short_12: G3QLNR7KXINY · pith_short_16: G3QLNR7KXINYP4DW · pith_short_8: G3QLNR7K

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/G3QLNR7KXINYP4DW7G6M5WONTY \
  | 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: 36e0b6c7eaba1b87f076f9bcced9cd9e23439926aad181095f9e69550f9eb5b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a00fbd663ce92cb1f47b98ebbee28fcfb9bcc00f7208412b696b7801d2aae32",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-08T14:51:03Z",
    "title_canon_sha256": "b85ee85c063acf47fbd879ef8af300f432249bc755a6fa9c5625129b3e0f1663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06097",
    "kind": "arxiv",
    "version": 2
  }
}