Pith Number

pith:HK3QQEY7

pith:2019:HK3QQEY73FEYZHMXE64OEVNNAQ

not attested not anchored not stored refs pending

Knowledge-augmented Column Networks: Guiding Deep Learning with Advice

Devendra Singh Dhami, Gautam Kunapuli, Mayukh Das, Sriraam Natarajan, Yang Yu

arxiv:1906.01432 v1 · 2019-05-31 · cs.LG · cs.AI · 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{HK3QQEY73FEYZHMXE64OEVNNAQ}

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	2026-05-17T23:44:16.632556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ab708131fd9498c9d9727b8e255ad040ce7df6eb4d383a4c8255c875727b067

Aliases

arxiv: 1906.01432 · arxiv_version: 1906.01432v1 · doi: 10.48550/arxiv.1906.01432 · pith_short_12: HK3QQEY73FEY · pith_short_16: HK3QQEY73FEYZHMX · pith_short_8: HK3QQEY7

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/HK3QQEY73FEYZHMXE64OEVNNAQ \
  | 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: 3ab708131fd9498c9d9727b8e255ad040ce7df6eb4d383a4c8255c875727b067

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47b07512c35fbb4e1bec793ab80e9e0aa0989480ba47bf42044b9dd97c6e83c9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-31T21:09:21Z",
    "title_canon_sha256": "40b093cf7e6f7e03e6b2e7861109620640ae8f737d07866c4c194730e7f403f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01432",
    "kind": "arxiv",
    "version": 1
  }
}