Pith Number

pith:YKX25WZS

pith:2023:YKX25WZSBB7HK6PMNLWOXYEHRO

not attested not anchored not stored refs pending

Large Language Models for Failure Mode Classification: An Investigation

Melinda Hodkiewicz, Michael Stewart, Sirui Li

arxiv:2309.08181 v1 · 2023-09-15 · 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{YKX25WZSBB7HK6PMNLWOXYEHRO}

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

Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching

Receipt and verification

First computed	2026-07-05T06:51:03.017081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2afaedb32087e7579ec6aecebe0878bbb929d27880b22f2f9f4299d4c545989

Aliases

arxiv: 2309.08181 · arxiv_version: 2309.08181v1 · doi: 10.48550/arxiv.2309.08181 · pith_short_12: YKX25WZSBB7H · pith_short_16: YKX25WZSBB7HK6PM · pith_short_8: YKX25WZS

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/YKX25WZSBB7HK6PMNLWOXYEHRO \
  | 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: c2afaedb32087e7579ec6aecebe0878bbb929d27880b22f2f9f4299d4c545989

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f685b4213de3b57f0c7861b14c42b900209d4a34c0cc06f77dbb56bab7c95ac",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-15T06:13:01Z",
    "title_canon_sha256": "7c41ab8e65a6e33e3b2a27225ade9b7a8ea07a5f2d60bc3483f265e1ae5a0a22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08181",
    "kind": "arxiv",
    "version": 1
  }
}