Pith Number

pith:BZFSK4CQ

pith:2023:BZFSK4CQHLVXV4SFRKUDADW5KF

not attested not anchored not stored refs pending

On the Stability and Generalization of Triplet Learning

Bin Gu, Feng Zheng, Hong Chen, Jun Chen, Tieliang Gong, Weifu Li, Xue Jiang

arxiv:2302.09815 v1 · 2023-02-20 · stat.ML · 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{BZFSK4CQHLVXV4SFRKUDADW5KF}

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	2026-07-05T05:43:30.047785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e4b2570503aeb7af2458aa8300edd51474378279166bbed6d77b1436549a622

Aliases

arxiv: 2302.09815 · arxiv_version: 2302.09815v1 · doi: 10.48550/arxiv.2302.09815 · pith_short_12: BZFSK4CQHLVX · pith_short_16: BZFSK4CQHLVXV4SF · pith_short_8: BZFSK4CQ

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/BZFSK4CQHLVXV4SFRKUDADW5KF \
  | 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: 0e4b2570503aeb7af2458aa8300edd51474378279166bbed6d77b1436549a622

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9051c6c993c1f94b69004609d6f92df878bd1c1014e378e9f7800c6693041efb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-20T07:32:50Z",
    "title_canon_sha256": "0fbe45f6d1258e2dac17fb191ccc940e06c497e2216cd68a05fa6342f2bd673d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09815",
    "kind": "arxiv",
    "version": 1
  }
}