Pith Number

pith:BUWXIBYI

pith:2021:BUWXIBYINUIE2WKAJA4I2AVEBZ

not attested not anchored not stored refs pending

Making Transformers Solve Compositional Tasks

Joshua Ainslie, Santiago Onta\~n\'on, Vaclav Cvicek, Zachary Fisher

arxiv:2108.04378 v2 · 2021-08-09 · cs.AI · 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{BUWXIBYINUIE2WKAJA4I2AVEBZ}

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

Generalization in LLM Problem Solving: The Case of the Shortest Path

Receipt and verification

First computed	2026-07-05T04:01:43.254362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d2d7407086d104d594048388d02a40e4a2731bac0141bcc426e9747e3aec7e1

Aliases

arxiv: 2108.04378 · arxiv_version: 2108.04378v2 · doi: 10.48550/arxiv.2108.04378 · pith_short_12: BUWXIBYINUIE · pith_short_16: BUWXIBYINUIE2WKA · pith_short_8: BUWXIBYI

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/BUWXIBYINUIE2WKAJA4I2AVEBZ \
  | 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: 0d2d7407086d104d594048388d02a40e4a2731bac0141bcc426e9747e3aec7e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06036ffad58a5d9a0baf415369cee5d4a7789544d5c0fe7b47a9b2d356477cc7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-08-09T22:38:29Z",
    "title_canon_sha256": "f5cd1e0fcc25ced185f4cbd0c4a9604fe216de83714f63b81760e8880a13de6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.04378",
    "kind": "arxiv",
    "version": 2
  }
}