Pith Number

pith:XM2JAO3B

pith:2018:XM2JAO3BMHSLCAQUKFP5MDIEU6

not attested not anchored not stored refs pending

Recent Research Advances on Interactive Machine Learning

Changjian Chen, Liu Jiang, Shixia Liu

arxiv:1811.04548 v1 · 2018-11-12 · cs.LG · 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{XM2JAO3BMHSLCAQUKFP5MDIEU6}

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	2026-05-18T00:01:04.832228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb34903b6161e4b10214515fd60d04a78e6fb50f4dcb3d7abf120204ab119480

Aliases

arxiv: 1811.04548 · arxiv_version: 1811.04548v1 · doi: 10.48550/arxiv.1811.04548 · pith_short_12: XM2JAO3BMHSL · pith_short_16: XM2JAO3BMHSLCAQU · pith_short_8: XM2JAO3B

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/XM2JAO3BMHSLCAQUKFP5MDIEU6 \
  | 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: bb34903b6161e4b10214515fd60d04a78e6fb50f4dcb3d7abf120204ab119480

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b46b0bf4059fba8f39dd1efbbd1a9ff397146d30ef64f186618dcd42c807699",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-12T04:07:46Z",
    "title_canon_sha256": "efbea03a9d22c7c8359288531005b85ffea82676e8c94ebcfaae337c580332f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.04548",
    "kind": "arxiv",
    "version": 1
  }
}