Pith Number

pith:IQVP2WS4

pith:2024:IQVP2WS4TMQ7UIVKIUZAAY74GF

not attested not anchored not stored refs pending

Learning from True-False Labels via Multi-modal Prompt Retrieving

Jinghao Xu, Meng Wei, Peng Ying, Xinzheng Xu, Zhongnian Li

arxiv:2405.15228 v2 · 2024-05-24 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQVP2WS4TMQ7UIVKIUZAAY74GF}

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	2026-07-05T11:14:47.494380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

442afd5a5c9b21fa22aa45320063fc314b783962cdad11d4cb899dd38095cd51

Aliases

arxiv: 2405.15228 · arxiv_version: 2405.15228v2 · doi: 10.48550/arxiv.2405.15228 · pith_short_12: IQVP2WS4TMQ7 · pith_short_16: IQVP2WS4TMQ7UIVK · pith_short_8: IQVP2WS4

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/IQVP2WS4TMQ7UIVKIUZAAY74GF \
  | 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: 442afd5a5c9b21fa22aa45320063fc314b783962cdad11d4cb899dd38095cd51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29ff71d95a02f17c76eda2b520620e452c19f56f61f1f107411e1d3062c35f6f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T05:39:15Z",
    "title_canon_sha256": "83f199ec26ae2d8e2ff6201c088e162b1a49c421873f35feb53a2621e4d67159"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15228",
    "kind": "arxiv",
    "version": 2
  }
}