Pith. sign in
Pith Number

pith:ENYZGJ4H

pith:2024:ENYZGJ4HKBFBNVRRPT4Z5PUGVK
not attested not anchored not stored refs pending

Budget-Constrained Tool Learning with Planning

Fei Huang, Ji Zhang, Ming Yan, Peng Li, Yang Liu, Yuanhang Zheng

arxiv:2402.15960 v2 · 2024-02-25 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ENYZGJ4HKBFBNVRRPT4Z5PUGVK}

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.
Receipt and verification
First computed 2026-07-05T08:29:45.961764Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2371932787504a16d6317cf99ebe86aabc74d0c32485b3214d5ea4d0961a46bd

Aliases

arxiv: 2402.15960 · arxiv_version: 2402.15960v2 · doi: 10.48550/arxiv.2402.15960 · pith_short_12: ENYZGJ4HKBFB · pith_short_16: ENYZGJ4HKBFBNVRR · pith_short_8: ENYZGJ4H
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ENYZGJ4HKBFBNVRRPT4Z5PUGVK \
  | 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: 2371932787504a16d6317cf99ebe86aabc74d0c32485b3214d5ea4d0961a46bd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "81caf1cb86710dc4b6eaded47400b821beaa941281780d0ccf24ac4825c6a6e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-25T02:46:33Z",
    "title_canon_sha256": "49322509c51ca93a3b35d442895a7a71ad467ca7ce595a84e577567752078a44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15960",
    "kind": "arxiv",
    "version": 2
  }
}