Pith Number

pith:HT66OEO2

pith:2026:HT66OEO2BYSGBQVTEI2Q7H7MK4

not attested not anchored not stored refs pending

Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems

Anjun Gao, Minghong Fang, Yueyang Quan, Yufei Xia, Zhuqing Liu

arxiv:2607.07989 v1 · 2026-07-08 · cs.CR · cs.AI · cs.IR · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HT66OEO2BYSGBQVTEI2Q7H7MK4}

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.

Receipt and verification

First computed	2026-07-10T00:19:06.764229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cfde711da0e2460c2b322350f9fec57134cc588af59a71ea5a17837ebff4cdc

Aliases

arxiv: 2607.07989 · arxiv_version: 2607.07989v1 · doi: 10.48550/arxiv.2607.07989 · pith_short_12: HT66OEO2BYSG · pith_short_16: HT66OEO2BYSGBQVT · pith_short_8: HT66OEO2

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/HT66OEO2BYSGBQVTEI2Q7H7MK4 \
  | 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: 3cfde711da0e2460c2b322350f9fec57134cc588af59a71ea5a17837ebff4cdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "776506deec8368d8197158dd7a650c4d6534c13e06a0fa719ed94ed10691e6f7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-08T23:33:49Z",
    "title_canon_sha256": "4c6821e93acbd3404087d90855a66690402f0dd23182525a6ddbfdaa34dbafdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07989",
    "kind": "arxiv",
    "version": 1
  }
}