Pith Number

pith:QPIQVLXH

pith:2023:QPIQVLXHFQKNRLCCYHXOMI375N

not attested not anchored not stored refs pending

Test-time Augmentation for Factual Probing

Benjamin Heinzerling, Go kamoda, Keisuke Sakaguchi, Kentaro Inui

arxiv:2310.17121 v1 · 2023-10-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QPIQVLXHFQKNRLCCYHXOMI375N}

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

Test-Time Augmentation for LLMs: When Input Diversity Beats Output Diversity at Matched Compute

Receipt and verification

First computed	2026-07-05T07:05:19.953169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83d10aaee72c14d8ac42c1eee6237feb7111c2a0dde01bd3cff4f4fc20400255

Aliases

arxiv: 2310.17121 · arxiv_version: 2310.17121v1 · doi: 10.48550/arxiv.2310.17121 · pith_short_12: QPIQVLXHFQKN · pith_short_16: QPIQVLXHFQKNRLCC · pith_short_8: QPIQVLXH

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/QPIQVLXHFQKNRLCCYHXOMI375N \
  | 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: 83d10aaee72c14d8ac42c1eee6237feb7111c2a0dde01bd3cff4f4fc20400255

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0655157d0cf3c0d14a3982a0acf5ef64de959e203f516a0d3d07e3c4f48e4e45",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-26T03:41:32Z",
    "title_canon_sha256": "8e24deb283776317ff9fd95735a773305b837c7061930cc6ec22f073d4d0fca6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17121",
    "kind": "arxiv",
    "version": 1
  }
}