Pith Number

pith:YQJY37MY

pith:2023:YQJY37MYHTMY2OS45UCRD4FQLL

not attested not anchored not stored refs pending

Understanding Addition in Transformers

Fazl Barez, Philip Quirke

arxiv:2310.13121 v9 · 2023-10-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQJY37MYHTMY2OS45UCRD4FQLL}

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

3 papers in Pith

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces

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

Receipt and verification

First computed	2026-07-05T08:11:20.917972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4138dfd983cd98d3a5ced0511f0b05af06a9c84106d49a6bc75c5b881acbc4d

Aliases

arxiv: 2310.13121 · arxiv_version: 2310.13121v9 · doi: 10.48550/arxiv.2310.13121 · pith_short_12: YQJY37MYHTMY · pith_short_16: YQJY37MYHTMY2OS4 · pith_short_8: YQJY37MY

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/YQJY37MYHTMY2OS45UCRD4FQLL \
  | 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: c4138dfd983cd98d3a5ced0511f0b05af06a9c84106d49a6bc75c5b881acbc4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8b31c560f42dcb1334c81c489b4a874b432f705b8b85b572913e370b6e65c96",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-19T19:34:42Z",
    "title_canon_sha256": "50fc6c2ac661fa5b20b7f1d7dd679ef76aad745d676f64c42a0c199aabeb37da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13121",
    "kind": "arxiv",
    "version": 9
  }
}