Pith. sign in
Pith Number

pith:DMDZFJ54

pith:2023:DMDZFJ5444EQ2FI2J6OCUSL2UN
not attested not anchored not stored refs pending

Improving Cross-Task Generalization with Step-by-Step Instructions

Bing Qin, Kai Xiong, Yang Wu, Yanyan Zhao, Zhongyang Li

arxiv:2305.04429 v1 · 2023-05-08 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DMDZFJ5444EQ2FI2J6OCUSL2UN}

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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.
Receipt and verification
First computed 2026-07-05T06:07:49.905910Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1b0792a7bce7090d151a4f9c2a497aa3518b3c43e8060cdef2f5012e7ed410dc

Aliases

arxiv: 2305.04429 · arxiv_version: 2305.04429v1 · doi: 10.48550/arxiv.2305.04429 · pith_short_12: DMDZFJ5444EQ · pith_short_16: DMDZFJ5444EQ2FI2 · pith_short_8: DMDZFJ54
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DMDZFJ5444EQ2FI2J6OCUSL2UN \
  | 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: 1b0792a7bce7090d151a4f9c2a497aa3518b3c43e8060cdef2f5012e7ed410dc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "63af6add285f1215c0b9ea28c42484b783e7e73ab8107d846065ece7788cdd11",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-08T02:50:41Z",
    "title_canon_sha256": "2dc0f3b0407c25308aea30c089634054603962fc7ed108231315063ec95dab34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04429",
    "kind": "arxiv",
    "version": 1
  }
}