Pith Number

pith:PPB5ZIK3

pith:2024:PPB5ZIK3CGAHTANYXJITLCUT5L

not attested not anchored not stored refs pending

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning

Fanshuang Kong, Richong Zhang, Ziqiao Wang

arxiv:2412.16963 v2 · 2024-12-22 · 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{PPB5ZIK3CGAHTANYXJITLCUT5L}

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	2026-07-05T10:18:47.403959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bc3dca15b11807981b8ba51358a93eaf242df6ff35deb64f878f2657bf5b49c

Aliases

arxiv: 2412.16963 · arxiv_version: 2412.16963v2 · doi: 10.48550/arxiv.2412.16963 · pith_short_12: PPB5ZIK3CGAH · pith_short_16: PPB5ZIK3CGAHTANY · pith_short_8: PPB5ZIK3

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/PPB5ZIK3CGAHTANYXJITLCUT5L \
  | 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: 7bc3dca15b11807981b8ba51358a93eaf242df6ff35deb64f878f2657bf5b49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "527cdf48603ea40d9306dee50ef62947321a6e8a253d8c90ef839d0499e297e3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-22T10:47:18Z",
    "title_canon_sha256": "1aeee2986d6d552050c7cc1ba7267fffea96785556a957e37c9be779285340cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16963",
    "kind": "arxiv",
    "version": 2
  }
}