Pith Number

pith:DBVHNUVA

pith:2015:DBVHNUVAENG4HZS7TBCOMB472Z

not attested not anchored not stored refs pending

Transductive Optimization of Top k Precision

Li-Ping Liu, Nan Li, Thomas G. Dietterich, Zhi-Hua Zhou

arxiv:1510.05976 v1 · 2015-10-20 · 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{DBVHNUVAENG4HZS7TBCOMB472Z}

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	2026-05-18T01:29:39.217351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

186a76d2a0234dc3e65f9844e6079fd65e391430f8bb064d773deb82f4c25d96

Aliases

arxiv: 1510.05976 · arxiv_version: 1510.05976v1 · doi: 10.48550/arxiv.1510.05976 · pith_short_12: DBVHNUVAENG4 · pith_short_16: DBVHNUVAENG4HZS7 · pith_short_8: DBVHNUVA

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/DBVHNUVAENG4HZS7TBCOMB472Z \
  | 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: 186a76d2a0234dc3e65f9844e6079fd65e391430f8bb064d773deb82f4c25d96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c150af0185ce0774aeee824ab761ca1d55b7aff4905330368a346dbc2f048eda",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-10-20T17:27:12Z",
    "title_canon_sha256": "90b9fd79abae7a084a6b6ccd45bf4d435093c9fe25e716ff3b11330042e98b38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1510.05976",
    "kind": "arxiv",
    "version": 1
  }
}