Pith Number

pith:GP2BILJL

pith:2019:GP2BILJLZJREE5ZKVHFYRZYGDR

not attested not anchored not stored refs pending

Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting

Guy Emerson, Sebastian Borgeaud

arxiv:1908.06288 v2 · 2019-08-17 · 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{GP2BILJLZJREE5ZKVHFYRZYGDR}

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	2026-07-05T01:05:36.035293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33f4142d2bca6242772aa9cb88e7061c535a7d9e43dad75c01f2711c46c1f0e5

Aliases

arxiv: 1908.06288 · arxiv_version: 1908.06288v2 · doi: 10.48550/arxiv.1908.06288 · pith_short_12: GP2BILJLZJRE · pith_short_16: GP2BILJLZJREE5ZK · pith_short_8: GP2BILJL

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/GP2BILJLZJREE5ZKVHFYRZYGDR \
  | 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: 33f4142d2bca6242772aa9cb88e7061c535a7d9e43dad75c01f2711c46c1f0e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a784735ea9ee579de190c2ee47d40c8abae075ff76dd581ea0f2c058f6bdbfb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-17T10:36:43Z",
    "title_canon_sha256": "032146f5e0aa8bcb2036e35d8d7fabc1f180a231c85d341ccedac9fd5991146a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.06288",
    "kind": "arxiv",
    "version": 2
  }
}