Pith Number

pith:LLU2MIGU

pith:2025:LLU2MIGUQWDM7KST2AYX5SH5OQ

not attested not anchored not stored refs pending

A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs

Aelim Ahn, Chiwan Park, Daeryong Kim, Hyerin Park, Hyosun Wang, JiHoon Kang, Jihyeon Roh, Kichang Yang, Min Seok Kim, Wonjun Jang, Woosung Hwang

arxiv:2505.23006 v1 · 2025-05-29 · 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{LLU2MIGUQWDM7KST2AYX5SH5OQ}

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	2026-07-05T11:11:53.358822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ae9a620d48586cfaa53d0317ec8fd7414c9f34484787b3e5a7fb2ab08a0f4ee

Aliases

arxiv: 2505.23006 · arxiv_version: 2505.23006v1 · doi: 10.48550/arxiv.2505.23006 · pith_short_12: LLU2MIGUQWDM · pith_short_16: LLU2MIGUQWDM7KST · pith_short_8: LLU2MIGU

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/LLU2MIGUQWDM7KST2AYX5SH5OQ \
  | 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: 5ae9a620d48586cfaa53d0317ec8fd7414c9f34484787b3e5a7fb2ab08a0f4ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1585d7a11d75d7d402d307ab958f2c6f30bdfc59823b3b2eea45805d76509597",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-29T02:30:27Z",
    "title_canon_sha256": "feadcfb0fa953c202bae9b7651758f8346e54cf4fc9e41f7f51ed38d809ac611"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23006",
    "kind": "arxiv",
    "version": 1
  }
}