Pith Number

pith:WI3A5CYI

pith:2026:WI3A5CYIII53QJEQQ3CDQ73LHL

not attested not anchored not stored refs pending

Rare Event Analysis of Large Language Models

Dominic C. Rose, Edward Gillman, Jake McAllister Dorman, Jamie F. Mair, Juan P. Garrahan

arxiv:2602.06791 v2 · 2026-02-06 · cs.LG · cond-mat.dis-nn · cond-mat.stat-mech

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WI3A5CYIII53QJEQQ3CDQ73LHL}

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

Training ML Models with Predictable Failures

Receipt and verification

First computed	2026-05-29T01:05:03.935308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2360e8b08423bb8249086c4387f6b3ad4d392fee6933276b6efaa373ba70d57

Aliases

arxiv: 2602.06791 · arxiv_version: 2602.06791v2 · doi: 10.48550/arxiv.2602.06791 · pith_short_12: WI3A5CYIII53 · pith_short_16: WI3A5CYIII53QJEQ · pith_short_8: WI3A5CYI

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/WI3A5CYIII53QJEQQ3CDQ73LHL \
  | 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: b2360e8b08423bb8249086c4387f6b3ad4d392fee6933276b6efaa373ba70d57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfd7a39b38564d6dd173fba9317ccad359ff32ffad79a19db7616fb823609aa9",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-06T15:50:36Z",
    "title_canon_sha256": "48853decf3fc83506946d3a1c385cb66122aba92f3c65c1dbd405897ced61d93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.06791",
    "kind": "arxiv",
    "version": 2
  }
}