Pith Number

pith:OIDLNEQU

pith:2024:OIDLNEQUQSYASWNMAJOEQCFEAY

not attested not anchored not stored refs pending

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

Abhay Sheshadri, Christian Bartelt, Jannik Brinkmann, Paul Swoboda, Victor Levoso

arxiv:2402.11917 v3 · 2024-02-19 · 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{OIDLNEQUQSYASWNMAJOEQCFEAY}

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

Mechanistic Interpretability for Neural Networks: Circuits, Sparse Features and Symbolic Reasoning

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners

Agentic Transformers Provably Learn to Search via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:38:06.296834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7206b6921484b00959ac025c4808a40601c99769ad648656822f3e19358c5299

Aliases

arxiv: 2402.11917 · arxiv_version: 2402.11917v3 · doi: 10.48550/arxiv.2402.11917 · pith_short_12: OIDLNEQUQSYA · pith_short_16: OIDLNEQUQSYASWNM · pith_short_8: OIDLNEQU

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/OIDLNEQUQSYASWNMAJOEQCFEAY \
  | 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: 7206b6921484b00959ac025c4808a40601c99769ad648656822f3e19358c5299

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b5b4bbca13cb20159a51eecb5f34fd30666e3be122820eb5598b484ea0ea63e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-19T08:04:25Z",
    "title_canon_sha256": "dfa7aae9f9dcc46267db92e41ce01cea4a43801fcb909625ef37501af5720bd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11917",
    "kind": "arxiv",
    "version": 3
  }
}