Pith Number

pith:Y5MUOGSQ

pith:2014:Y5MUOGSQUEGWGNJVMCLBQ3EWGR

not attested not anchored not stored refs pending

A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping

K. Vijay-Shanker, Michael Bloodgood

arxiv:1409.5165 v1 · 2014-09-17 · cs.LG · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5MUOGSQUEGWGNJVMCLBQ3EWGR}

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	2026-05-18T02:42:30.789162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c759471a50a10d6335356096186c963454dc8a13c932085004fb3b1e18768aba

Aliases

arxiv: 1409.5165 · arxiv_version: 1409.5165v1 · doi: 10.48550/arxiv.1409.5165 · pith_short_12: Y5MUOGSQUEGW · pith_short_16: Y5MUOGSQUEGWGNJV · pith_short_8: Y5MUOGSQ

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/Y5MUOGSQUEGWGNJVMCLBQ3EWGR \
  | 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: c759471a50a10d6335356096186c963454dc8a13c932085004fb3b1e18768aba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0547bb44315deacf01c7d7ec7848cc6f1a13b5f6f18b4aafd8c84daa83c51f4e",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-09-17T23:28:59Z",
    "title_canon_sha256": "429d0c485f4d0a79a7b1df20dc49fee84ad8bb9c07abd5d0689660336926c906"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1409.5165",
    "kind": "arxiv",
    "version": 1
  }
}