Pith Number

pith:GF7PSWXT

pith:2018:GF7PSWXT2LRAEMS4CONK2HTD7O

not attested not anchored not stored refs pending

Multi-label Multi-task Deep Learning for Behavioral Coding

David C. Atkins, James Gibson, Panayiotis Georgiou, Shrikanth Narayanan, Torrey Creed, Zac Imel

arxiv:1810.12349 v2 · 2018-10-29 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GF7PSWXT2LRAEMS4CONK2HTD7O}

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	2026-07-05T01:40:19.309763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

317ef95af3d2e202325c139aad1e63fbbe0f3dbcbdb5e685e709a8a0eebe2908

Aliases

arxiv: 1810.12349 · arxiv_version: 1810.12349v2 · doi: 10.48550/arxiv.1810.12349 · pith_short_12: GF7PSWXT2LRA · pith_short_16: GF7PSWXT2LRAEMS4 · pith_short_8: GF7PSWXT

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/GF7PSWXT2LRAEMS4CONK2HTD7O \
  | 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: 317ef95af3d2e202325c139aad1e63fbbe0f3dbcbdb5e685e709a8a0eebe2908

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1d70ce7f57250f4076b82f83dc7e131814dedb811b72e72f08a0ec0f19a9aa2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-10-29T18:57:30Z",
    "title_canon_sha256": "95909dcefda81661df9205245587146df2f10af37941b9b61605b3bf72c433c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.12349",
    "kind": "arxiv",
    "version": 2
  }
}