Pith Number

pith:INBY3EHI

pith:2024:INBY3EHIQMG6H2CRPMPWFMGARE

not attested not anchored not stored refs pending

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

Anchun Gui, Han Xiao, Jian Li, Nan Du, Yong Dai

arxiv:2402.16696 v3 · 2024-02-26 · 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{INBY3EHIQMG6H2CRPMPWFMGARE}

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

Beyond Semantic Similarity: Reducing Unnecessary API Calls via Behavior-Aligned Retriever

Receipt and verification

First computed	2026-07-05T09:00:02.215936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43438d90e8830de3e8517b1f62b0c0891613cea9cf221eca3de458d434106123

Aliases

arxiv: 2402.16696 · arxiv_version: 2402.16696v3 · doi: 10.48550/arxiv.2402.16696 · pith_short_12: INBY3EHIQMG6 · pith_short_16: INBY3EHIQMG6H2CR · pith_short_8: INBY3EHI

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/INBY3EHIQMG6H2CRPMPWFMGARE \
  | 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: 43438d90e8830de3e8517b1f62b0c0891613cea9cf221eca3de458d434106123

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06c30b61b92bb17aeaba85489a6c9b28f0303e082aa9d173f44d9821c365fc6a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-26T16:11:03Z",
    "title_canon_sha256": "1311f170b50295837b47e71d1e32c4f0a529b4620f7596f70c1d6821e00f3fea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16696",
    "kind": "arxiv",
    "version": 3
  }
}