Pith Number

pith:CCNJW2UV

pith:2024:CCNJW2UVHCTKSCFQZK3Y2SCRMN

not attested not anchored not stored refs pending

Enhancing Tool Retrieval with Iterative Feedback from Large Language Models

Heming Xia, Qiancheng Xu, Wenjie Li, Yongqi Li

arxiv:2406.17465 v2 · 2024-06-25 · cs.CL · 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{CCNJW2UVHCTKSCFQZK3Y2SCRMN}

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

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution

Receipt and verification

First computed	2026-07-05T09:13:04.434390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

109a9b6a9538a6a908b0cab78d4851637b76784a16417080291bc4040b843048

Aliases

arxiv: 2406.17465 · arxiv_version: 2406.17465v2 · doi: 10.48550/arxiv.2406.17465 · pith_short_12: CCNJW2UVHCTK · pith_short_16: CCNJW2UVHCTKSCFQ · pith_short_8: CCNJW2UV

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/CCNJW2UVHCTKSCFQZK3Y2SCRMN \
  | 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: 109a9b6a9538a6a908b0cab78d4851637b76784a16417080291bc4040b843048

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "799c78a7c5fdf5c6af3bd22dadc752e3e44ff821c911d036702a385aecf4943f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-25T11:12:01Z",
    "title_canon_sha256": "8fda235180a0a1889acaaa8244da1b21da6e61152bade2b646c46200230ff4a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17465",
    "kind": "arxiv",
    "version": 2
  }
}