Pith Number

pith:ZKNQIS64

pith:2019:ZKNQIS64KUGGZ7CMY3JRQAIW65

not attested not anchored not stored refs pending

Attention-based Conditioning Methods for External Knowledge Integration

Alexandros Potamianos, Christos Baziotis, Katerina Margatina

arxiv:1906.03674 v1 · 2019-06-09 · cs.LG · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZKNQIS64KUGGZ7CMY3JRQAIW65}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-17T23:43:45.408742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca9b044bdc550c6cfc4cc6d3180116f76d39e066e517885d26863207f324f887

Aliases

arxiv: 1906.03674 · arxiv_version: 1906.03674v1 · doi: 10.48550/arxiv.1906.03674 · pith_short_12: ZKNQIS64KUGG · pith_short_16: ZKNQIS64KUGGZ7CM · pith_short_8: ZKNQIS64

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/ZKNQIS64KUGGZ7CMY3JRQAIW65 \
  | 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: ca9b044bdc550c6cfc4cc6d3180116f76d39e066e517885d26863207f324f887

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff3b82f38545bfb93bcbf62ba1d5b942d45b6f70b57fbe1e13b844b99ba8b343",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-09T17:06:28Z",
    "title_canon_sha256": "e165f17f4d1eb70149fa1bc87c53428305610a954aea87eb7eb9632cde2b7507"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03674",
    "kind": "arxiv",
    "version": 1
  }
}