Pith Number

pith:DSA7PWZA

pith:2022:DSA7PWZAGFOAZS2KNX44URM6EX

not attested not anchored not stored refs pending

Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards

HaiFeng Wang, Hao Tian, Hua Wu, Shuohuan Wang, Yekun Chai, Yu Sun

arxiv:2210.12050 v1 · 2022-10-21 · 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{DSA7PWZAGFOAZS2KNX44URM6EX}

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	2026-07-05T05:09:08.574555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c81f7db20315c0ccb4a6df9ca459e25f631283fc1efc37ef7eda47a04685a22

Aliases

arxiv: 2210.12050 · arxiv_version: 2210.12050v1 · doi: 10.48550/arxiv.2210.12050 · pith_short_12: DSA7PWZAGFOA · pith_short_16: DSA7PWZAGFOAZS2K · pith_short_8: DSA7PWZA

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/DSA7PWZAGFOAZS2KNX44URM6EX \
  | 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: 1c81f7db20315c0ccb4a6df9ca459e25f631283fc1efc37ef7eda47a04685a22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d6d7b4bd41f1bb8774014094bddccb3098cd7f4e06424a650cb1b9b5fe087b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-21T15:42:41Z",
    "title_canon_sha256": "a73a257c7c2366da9a75b70f814310a1b9a4f03d60d1432107466fb8fcf5f50e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12050",
    "kind": "arxiv",
    "version": 1
  }
}