Pith Number

pith:AS5CQXFC

pith:2025:AS5CQXFCSIGXWHZWMV5GEOPT5K

not attested not anchored not stored refs pending

LLM Agents Making Agent Tools

Daniel Truhn, Dyke Ferber, Georg W\"olflein, Jakob Nikolas Kather, Ognjen Arandjelovi\'c

arxiv:2502.11705 v2 · 2025-02-17 · cs.CL · cs.AI · 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{AS5CQXFCSIGXWHZWMV5GEOPT5K}

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

4 papers in Pith

VESTA: Visual Exploration with Statistical Tool Agents

Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning

Receipt and verification

First computed	2026-07-05T11:12:27.065173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04ba285ca2920d7b1f36657a6239f3eaa3de33046ff031052b757d5b6e1bc6bd

Aliases

arxiv: 2502.11705 · arxiv_version: 2502.11705v2 · doi: 10.48550/arxiv.2502.11705 · pith_short_12: AS5CQXFCSIGX · pith_short_16: AS5CQXFCSIGXWHZW · pith_short_8: AS5CQXFC

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/AS5CQXFCSIGXWHZWMV5GEOPT5K \
  | 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: 04ba285ca2920d7b1f36657a6239f3eaa3de33046ff031052b757d5b6e1bc6bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbd2170d2676e2b547ffebcbf6f1dbd268e911a361da62452e24bcd43d03a4ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T11:44:11Z",
    "title_canon_sha256": "ab79f0d43258baad50fcc71e65dd8728dc27043144df2a1d79ece7511c5964ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11705",
    "kind": "arxiv",
    "version": 2
  }
}