Pith Number

pith:PWRMKRZU

pith:2024:PWRMKRZUONMAFECF2G5SJ5KPWW

not attested not anchored not stored refs pending

Targeting Negative Flips in Active Learning using Validation Sets

Ghassan AlRegib, Mohit Prabhushankar, Ryan Benkert

arxiv:2411.10896 v1 · 2024-11-16 · 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{PWRMKRZUONMAFECF2G5SJ5KPWW}

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	2026-07-05T09:36:24.139579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7da2c547347358029045d1bb24f54fb5be86d12a416182f6e12cf7e12c6b5fdd

Aliases

arxiv: 2411.10896 · arxiv_version: 2411.10896v1 · doi: 10.48550/arxiv.2411.10896 · pith_short_12: PWRMKRZUONMA · pith_short_16: PWRMKRZUONMAFECF · pith_short_8: PWRMKRZU

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/PWRMKRZUONMAFECF2G5SJ5KPWW \
  | 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: 7da2c547347358029045d1bb24f54fb5be86d12a416182f6e12cf7e12c6b5fdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d5984fb25a8532671fb3e9aa8489abf310f20bdf505718acf047c2dc4b14e1a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-16T21:50:04Z",
    "title_canon_sha256": "2cf9bc9d8a2f0ee61dc767e724286dcd2ceee8178028b8ddfb461bd15cf852ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10896",
    "kind": "arxiv",
    "version": 1
  }
}