Pith Number

pith:S3J247GB

pith:2022:S3J247GBR2SL62IOXLVPXXIQWX

not attested not anchored not stored refs pending

SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning

Aston Zhang, M Saiful Bari, Mu Li, Shafiq Joty, Shuai Zheng, Xingjian Shi, Yi Zhu

arxiv:2212.10929 v1 · 2022-12-21 · cs.CL · cs.AI · 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{S3J247GBR2SL62IOXLVPXXIQWX}

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.

Receipt and verification

First computed	2026-07-05T05:27:24.527501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96d3ae7cc18ea4bf690ebaeafbdd10b5c1b94ba2694bc75e7168b814a8a3ce70

Aliases

arxiv: 2212.10929 · arxiv_version: 2212.10929v1 · doi: 10.48550/arxiv.2212.10929 · pith_short_12: S3J247GBR2SL · pith_short_16: S3J247GBR2SL62IO · pith_short_8: S3J247GB

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/S3J247GBR2SL62IOXLVPXXIQWX \
  | 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: 96d3ae7cc18ea4bf690ebaeafbdd10b5c1b94ba2694bc75e7168b814a8a3ce70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df7f2cbdaa4256601b27a3a7b0275d8cf7175bb4b8434e570a87d8ebc8919e62",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-21T11:18:09Z",
    "title_canon_sha256": "25ba60e49f5605d1305bce9a116bee76369682f24c99d031698b56377bc0ee27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10929",
    "kind": "arxiv",
    "version": 1
  }
}