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Pith Number

pith:K7LVRL7V

pith:2016:K7LVRL7V4RUOS7RTBVUQSZOSC7
not attested not anchored not stored refs pending

Natural Language Generation enhances human decision-making with uncertain information

Dimitra Gkatzia, Oliver Lemon, Verena Rieser

arxiv:1606.03254 v2 · 2016-06-10 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{K7LVRL7V4RUOS7RTBVUQSZOSC7}

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 2026-05-18T01:09:06.326382Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

57d758aff5e468e97e330d690965d217f68385fa36240914695718c4874f0dfe

Aliases

arxiv: 1606.03254 · arxiv_version: 1606.03254v2 · doi: 10.48550/arxiv.1606.03254 · pith_short_12: K7LVRL7V4RUO · pith_short_16: K7LVRL7V4RUOS7RT · pith_short_8: K7LVRL7V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/K7LVRL7V4RUOS7RTBVUQSZOSC7 \
  | 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: 57d758aff5e468e97e330d690965d217f68385fa36240914695718c4874f0dfe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "41703bcfc55231430eb463ca0b4a2eadaa641bc8bfc80ccb70242f21e1f02e22",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-06-10T10:12:13Z",
    "title_canon_sha256": "d93c3f8ebb328f714effeb56b394eebea03b06cef586f9eba22d22e5c3968182"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.03254",
    "kind": "arxiv",
    "version": 2
  }
}