Pith Number

pith:AZR6LBUJ

pith:2024:AZR6LBUJHT4HSS7XSPXQIQ2QSU

not attested not anchored not stored refs pending

Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases

Austin Huber, Elias Lumer, James A. Burke, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah

arxiv:2410.14594 v2 · 2024-10-18 · 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{AZR6LBUJHT4HSS7XSPXQIQ2QSU}

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

1 paper in Pith

TInR: Exploring Tool-Internalized Reasoning in Large Language Models

Receipt and verification

First computed	2026-07-05T09:24:00.833956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0663e586893cf8794bf793ef0443509505cbce53b801d894cf53d1b975eaeb01

Aliases

arxiv: 2410.14594 · arxiv_version: 2410.14594v2 · doi: 10.48550/arxiv.2410.14594 · pith_short_12: AZR6LBUJHT4H · pith_short_16: AZR6LBUJHT4HSS7X · pith_short_8: AZR6LBUJ

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/AZR6LBUJHT4HSS7XSPXQIQ2QSU \
  | 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: 0663e586893cf8794bf793ef0443509505cbce53b801d894cf53d1b975eaeb01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bfa432a4bbb057b52d7c9b2cc19a20f7d719a62cb252060a8c2858604a34a5f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-18T16:44:22Z",
    "title_canon_sha256": "72f290934a1782fda72128a81ca2c9c7fe7f933b266843b29601d567091489d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14594",
    "kind": "arxiv",
    "version": 2
  }
}