Pith Number

pith:KJZMGGBF

pith:2024:KJZMGGBFSZDPKKYJJIEIPLSZWL

not attested not anchored not stored refs pending

Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies

Feng Zhu, Jinjie Gu, Longfei Li, Lu Yu, Yan Wang, Zhixuan Chu

arxiv:2402.03628 v1 · 2024-02-06 · 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{KJZMGGBFSZDPKKYJJIEIPLSZWL}

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

A Large Language Model-Driven Agent-Based Modeling Framework with Multi-Round Communication for Simulating Vaccine Opinion Dynamics

Receipt and verification

First computed	2026-07-05T07:41:55.756704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5272c318259646f52b094a0887ae59b2c8800fbe7b2e3a9e78b9fcd6276d9ca9

Aliases

arxiv: 2402.03628 · arxiv_version: 2402.03628v1 · doi: 10.48550/arxiv.2402.03628 · pith_short_12: KJZMGGBFSZDP · pith_short_16: KJZMGGBFSZDPKKYJ · pith_short_8: KJZMGGBF

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/KJZMGGBFSZDPKKYJJIEIPLSZWL \
  | 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: 5272c318259646f52b094a0887ae59b2c8800fbe7b2e3a9e78b9fcd6276d9ca9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0011a08aac5941c081a56396c9dc2caa61c27a747de73f391daf751975360f3e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T01:48:53Z",
    "title_canon_sha256": "cf42f73db41366b07d44bbc84240fe19b214c15c8cce07395e66730d9c17e78e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03628",
    "kind": "arxiv",
    "version": 1
  }
}