Pith. sign in
Pith Number

pith:ZAVPQDNS

pith:2019:ZAVPQDNST3NPU22B6J2EWIXGMI
not attested not anchored not stored refs pending

Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models

Bart Ons, Guy De Pauw, Hugo Van hamme, Janneke van de Loo, Jort F. Gemmeke, Walter Daelemans

arxiv:1901.10680 v1 · 2019-01-30 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZAVPQDNST3NPU22B6J2EWIXGMI}

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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 2026-05-17T23:55:06.285803Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c82af80db29edafa6b41f2744b22e66201375108e02f61a1212fd677d495e063

Aliases

arxiv: 1901.10680 · arxiv_version: 1901.10680v1 · doi: 10.48550/arxiv.1901.10680 · pith_short_12: ZAVPQDNST3NP · pith_short_16: ZAVPQDNST3NPU22B · pith_short_8: ZAVPQDNS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZAVPQDNST3NPU22B6J2EWIXGMI \
  | 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: c82af80db29edafa6b41f2744b22e66201375108e02f61a1212fd677d495e063
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8d897bd8d7c5c091796cf140c72a7335b88fb92d3329f116884c48e47bf6d9ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-01-30T05:49:17Z",
    "title_canon_sha256": "926b3adc5dba095f944eeedcb07021b31dc2c9ce5f07673bd5095ea3fa5c8f13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.10680",
    "kind": "arxiv",
    "version": 1
  }
}