Pith Number

pith:ZWYRTGB2

pith:2020:ZWYRTGB2M3WVQQTYH4ZNWB4CSY

not attested not anchored not stored refs pending

A Streaming Approach For Efficient Batched Beam Search

Dan Klein, John DeNero, Kevin Yang, Violet Yao

arxiv:2010.02164 v3 · 2020-10-05 · cs.CL · cs.AI · cs.DC · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZWYRTGB2M3WVQQTYH4ZNWB4CSY}

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	2026-07-05T03:05:44.403042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdb119983a66ed5842783f32db07829638f57da58f53bf5b83ba7c726aa55ebd

Aliases

arxiv: 2010.02164 · arxiv_version: 2010.02164v3 · doi: 10.48550/arxiv.2010.02164 · pith_short_12: ZWYRTGB2M3WV · pith_short_16: ZWYRTGB2M3WVQQTY · pith_short_8: ZWYRTGB2

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/ZWYRTGB2M3WVQQTYH4ZNWB4CSY \
  | 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: cdb119983a66ed5842783f32db07829638f57da58f53bf5b83ba7c726aa55ebd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28e7d74a1d0ccad6ac2b7b9f104d505969788391c9597f948ad9cb8cb4cafcfc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-05T17:13:34Z",
    "title_canon_sha256": "1c23b61b80d78e7d29bbd4dca34d758fadb929a7ff62ea46d378de3c03202cf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02164",
    "kind": "arxiv",
    "version": 3
  }
}