Pith Number

pith:HKNHDLU6

pith:2023:HKNHDLU6B3I2IITUJ4ZFKHK2G2

not attested not anchored not stored refs pending

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Shibo Hao, Tianyang Liu, Zhen Wang, Zhiting Hu

arxiv:2305.11554 v4 · 2023-05-19 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HKNHDLU6B3I2IITUJ4ZFKHK2G2}

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

3 papers in Pith

A Comprehensive Overview of Large Language Models

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Mind2Web: Towards a Generalist Agent for the Web

Receipt and verification

First computed	2026-07-05T07:33:50.950029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a9a71ae9e0ed1a422744f32551d5a36ad75241def42b7b2e2fa6b32fd281736

Aliases

arxiv: 2305.11554 · arxiv_version: 2305.11554v4 · doi: 10.48550/arxiv.2305.11554 · pith_short_12: HKNHDLU6B3I2 · pith_short_16: HKNHDLU6B3I2IITU · pith_short_8: HKNHDLU6

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/HKNHDLU6B3I2IITUJ4ZFKHK2G2 \
  | 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: 3a9a71ae9e0ed1a422744f32551d5a36ad75241def42b7b2e2fa6b32fd281736

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd4744f586858f9fedb3b483cf26297484f8845e6d162018eb934cb0ed8762df",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-19T09:54:21Z",
    "title_canon_sha256": "1d97da5071227804744a921755a305a2ebd0039a3855cb783e124053fff641ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11554",
    "kind": "arxiv",
    "version": 4
  }
}