Pith Number

pith:BNVFALXR

pith:2024:BNVFALXRMBTKDSEBFYFOCE45EC

not attested not anchored not stored refs pending

AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

James Zou, Jure Leskovec, Kaidi Cao, Karthik Subbian, Kexin Huang, Michihiro Yasunaga, Qian Huang, Shirley Wu, Shiyu Zhao, Vassilis N. Ioannidis

arxiv:2406.11200 v3 · 2024-06-17 · cs.LG · 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{BNVFALXRMBTKDSEBFYFOCE45EC}

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

3 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools

Receipt and verification

First computed	2026-07-05T09:28:51.523241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b6a502ef16066a1c8812e0ae1139d20bf9347932ae452dc3791f739e8e418e7

Aliases

arxiv: 2406.11200 · arxiv_version: 2406.11200v3 · doi: 10.48550/arxiv.2406.11200 · pith_short_12: BNVFALXRMBTK · pith_short_16: BNVFALXRMBTKDSEB · pith_short_8: BNVFALXR

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/BNVFALXRMBTKDSEBFYFOCE45EC \
  | 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: 0b6a502ef16066a1c8812e0ae1139d20bf9347932ae452dc3791f739e8e418e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3099d8d3fd8bf4ad2eb14ba0dd663047f880070cccbb721de7476005933d4dc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-17T04:20:02Z",
    "title_canon_sha256": "5cfb6cf2bf6be680a6b135c8ab857055d40595f79d2a66df6e99295fa6a2e510"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11200",
    "kind": "arxiv",
    "version": 3
  }
}