Pith Number

pith:IKJF3F3T

pith:2026:IKJF3F3TMNEDXIPMTCLLTXM5AP

not attested not anchored not stored refs pending

ProbeLLM: Automating Principled Diagnosis of LLM Failures

Kehan Guo, Pin-Yu Chen, Stefan Feuerriegel, Xiangliang Zhang, Xiangqi Wang, Yuchen Ma, Yue Huang, Yuexing Hao, Yu Jiang, Yujun Zhou, Zhengzhe Jiang

arxiv:2602.12966 v2 · 2026-02-13 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IKJF3F3TMNEDXIPMTCLLTXM5AP}

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

2 papers in Pith

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering

Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs

Receipt and verification

First computed	2026-06-10T01:09:56.026259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42925d977363483ba1ec9896b9dd9d03c96fae180fd3414ba0e2adf6c0db36ce

Aliases

arxiv: 2602.12966 · arxiv_version: 2602.12966v2 · doi: 10.48550/arxiv.2602.12966 · pith_short_12: IKJF3F3TMNED · pith_short_16: IKJF3F3TMNEDXIPM · pith_short_8: IKJF3F3T

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/IKJF3F3TMNEDXIPMTCLLTXM5AP \
  | 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: 42925d977363483ba1ec9896b9dd9d03c96fae180fd3414ba0e2adf6c0db36ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ff53c4b2a37504f08ccbfc8ede681c394ab7d59b3cfe089fe991ad63202a55d",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-13T14:33:13Z",
    "title_canon_sha256": "dbb5ff517cf1ef7003913926fcdc5d35eab1a4d981532e6942f2be104be2d5cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.12966",
    "kind": "arxiv",
    "version": 2
  }
}