Pith Number

pith:FJZ27UIC

pith:2022:FJZ27UICRMJRJ3WZJ6QYFBPXFM

not attested not anchored not stored refs pending

Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks

Catherine Wong, Jiahai Feng, Joshua B. Tenenbaum, Katherine M. Collins, Megan Wei

arxiv:2205.05718 v1 · 2022-05-11 · cs.CL · cs.AI · cs.LG · cs.SC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FJZ27UICRMJRJ3WZJ6QYFBPXFM}

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

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Consistency Training while Mitigating Obfuscation via Rate Matching

Verbalized Algorithms: Classical Algorithms are All You Need (Mostly)

Receipt and verification

First computed	2026-07-05T04:22:29.547720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a73afd1028b1314eed94fa18285f72b186ba335c0d9dbf85b35f3a4ad55db42

Aliases

arxiv: 2205.05718 · arxiv_version: 2205.05718v1 · doi: 10.48550/arxiv.2205.05718 · pith_short_12: FJZ27UICRMJR · pith_short_16: FJZ27UICRMJRJ3WZ · pith_short_8: FJZ27UIC

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/FJZ27UICRMJRJ3WZJ6QYFBPXFM \
  | 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: 2a73afd1028b1314eed94fa18285f72b186ba335c0d9dbf85b35f3a4ad55db42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c130a0357072acabdbb75a6a72d274d83ee5c2d271aa8e4858adf889fb28aefa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-11T18:14:33Z",
    "title_canon_sha256": "17b3a185651b088645aa67f2c3c56bdbc99ee0895bd6c9aa7babfb82edab21c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.05718",
    "kind": "arxiv",
    "version": 1
  }
}