Pith Number

pith:AKKJ4Y4C

pith:2020:AKKJ4Y4CBDOGJJ2KSUXYXYPGOF

not attested not anchored not stored refs pending

The Go Transformer: Natural Language Modeling for Game Play

David Noever, Josh Kalin, Matthew Ciolino

arxiv:2007.03500 v3 · 2020-07-07 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AKKJ4Y4CBDOGJJ2KSUXYXYPGOF}

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.

Cited by

1 paper in Pith

Codenames as a Benchmark for Large Language Models

Receipt and verification

First computed	2026-07-05T01:33:40.664259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02949e638208dc64a74a952f8be1e6715d94c63f44941d068d710c1fc4c37173

Aliases

arxiv: 2007.03500 · arxiv_version: 2007.03500v3 · doi: 10.48550/arxiv.2007.03500 · pith_short_12: AKKJ4Y4CBDOG · pith_short_16: AKKJ4Y4CBDOGJJ2K · pith_short_8: AKKJ4Y4C

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/AKKJ4Y4CBDOGJJ2KSUXYXYPGOF \
  | 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: 02949e638208dc64a74a952f8be1e6715d94c63f44941d068d710c1fc4c37173

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ea79c67a67b93770a784b023e4d4e64d6753c25be589e07ac7a4829ab19d50a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-07-07T14:37:27Z",
    "title_canon_sha256": "c8490bbca7f9ead0c24beedff99d0388d6b335fe32237bad5abc441d1ac7d10e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.03500",
    "kind": "arxiv",
    "version": 3
  }
}