Pith Number

pith:HSLQWUSV

pith:2023:HSLQWUSVG3RTSMWRSGS6AA24GX

not attested not anchored not stored refs pending

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Chenrui Fan, Jiawen Shi, Lichao Sun, Neil Zhenqiang Gong, Pan Zhou, Qihui Zhang, Siyuan Wu, Yao Wan, Yixin Liu, Yuan Li, Yue Huang

arxiv:2310.03128 v6 · 2023-10-04 · cs.SE · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HSLQWUSVG3RTSMWRSGS6AA24GX}

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

25 papers in Pith

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose

NTILC: Neural Tool Invocation via Learned Compression

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment

MemMorph: Tool Hijacking in LLM Agents via Memory Poisoning

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval

Receipt and verification

First computed	2026-07-05T09:44:32.833260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c970b525536e33932d191a5e0035c35d179d33add895ff63fc2dca92d3b6f73

Aliases

arxiv: 2310.03128 · arxiv_version: 2310.03128v6 · doi: 10.48550/arxiv.2310.03128 · pith_short_12: HSLQWUSVG3RT · pith_short_16: HSLQWUSVG3RTSMWR · pith_short_8: HSLQWUSV

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/HSLQWUSVG3RTSMWRSGS6AA24GX \
  | 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: 3c970b525536e33932d191a5e0035c35d179d33add895ff63fc2dca92d3b6f73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a6a8b0b7673eaac0189cbd1209e2e069de0bd849970e8223f51c02cc5061362",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-04T19:39:26Z",
    "title_canon_sha256": "c7da8d38263984d5e1809683257ec6a682e539c99f58875aed955cf55f10aeeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03128",
    "kind": "arxiv",
    "version": 6
  }
}