Pith Number

pith:3YDGTWZ7

pith:2022:3YDGTWZ7ACI5XXBOGMMU3HMZY3

not attested not anchored not stored refs pending

Rethinking Label Smoothing on Multi-hop Question Answering

Hang Yan, Xiannian Hu, Xinyu Zhang, Xipeng Qiu, Xuanjing Huang, Yiguang Wu, Yuxin Wang, Zhangyue Yin, Zhao Cao

arxiv:2212.09512 v3 · 2022-12-19 · 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{3YDGTWZ7ACI5XXBOGMMU3HMZY3}

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

Relational Programming with Foundation Models

Receipt and verification

First computed	2026-07-05T07:23:23.257496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de0669db3f0091dbdc2e33194d9d99c6dab9283571e164a0e3aa88b3b5c3fbf2

Aliases

arxiv: 2212.09512 · arxiv_version: 2212.09512v3 · doi: 10.48550/arxiv.2212.09512 · pith_short_12: 3YDGTWZ7ACI5 · pith_short_16: 3YDGTWZ7ACI5XXBO · pith_short_8: 3YDGTWZ7

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/3YDGTWZ7ACI5XXBOGMMU3HMZY3 \
  | 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: de0669db3f0091dbdc2e33194d9d99c6dab9283571e164a0e3aa88b3b5c3fbf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75c1f2cbc2e7d59289d766410dfd5682a7adfeb0a899f9efb292192ba8eedbe9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-19T14:48:08Z",
    "title_canon_sha256": "ce612862162fecdcc374cf104716932e601db105ed89dba12cf415477b186185"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09512",
    "kind": "arxiv",
    "version": 3
  }
}