Pith Number

pith:MEBLKTBR

pith:2024:MEBLKTBRUCUZJXC2ASNWFPG3LI

not attested not anchored not stored refs pending

ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs

Akshara Prabhakar, Caiming Xiong, Huan Wang, Jianguo Zhang, Juan Carlos Niebles, Juntao Tan, Liangwei Yang, Ming Zhu, Rithesh Murthy, Shelby Heinecke, Shirley Kokane, Silivo Savarese, Thai Hoang, Tian Lan, Tulika Awalgaonkar, Weiran Yao, Zhiwei Liu, Zuxin Liu

arxiv:2411.13547 v2 · 2024-11-20 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MEBLKTBRUCUZJXC2ASNWFPG3LI}

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

AgentFloor: How Far Up the tool use Ladder Can Small Open-Weight Models Go?

Bounded Autonomy for Enterprise AI: Typed Action Contracts and Consumer-Side Execution

Receipt and verification

First computed	2026-07-05T11:27:21.875654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6102b54c31a0a994dc5a049b62bcdb5a1376432f485a41b7067a71e797c55a4a

Aliases

arxiv: 2411.13547 · arxiv_version: 2411.13547v2 · doi: 10.48550/arxiv.2411.13547 · pith_short_12: MEBLKTBRUCUZ · pith_short_16: MEBLKTBRUCUZJXC2 · pith_short_8: MEBLKTBR

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/MEBLKTBRUCUZJXC2ASNWFPG3LI \
  | 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: 6102b54c31a0a994dc5a049b62bcdb5a1376432f485a41b7067a71e797c55a4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7c1bf8ea7ff4cb96d9ec67aa1d20dbf29a3b3b3ee942c36556fd53b2b57d952",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-20T18:56:22Z",
    "title_canon_sha256": "ac8157c72627284b9d000983beefa5e51d5024c0e101405897782073c48ffc9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13547",
    "kind": "arxiv",
    "version": 2
  }
}