Pith Number

pith:26LZSG5E

pith:2023:26LZSG5EKR6QF7RWMJZTIHJS4C

not attested not anchored not stored refs pending

Enhancing Pipeline-Based Conversational Agents with Large Language Models

Hendrik Purwins, Klaus-Dieter Thoben, Mina Foosherian, Purna Rathnayake, Rui Teimao, Touhidul Alam

arxiv:2309.03748 v1 · 2023-09-07 · cs.CL · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{26LZSG5EKR6QF7RWMJZTIHJS4C}

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

How to Make Museums More Interactive? Case Study of Artistic Chatbot

Receipt and verification

First computed	2026-07-05T06:48:41.506907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d797991ba4547d02fe366273341d32e0a51f595440954a2b2189c90d62847540

Aliases

arxiv: 2309.03748 · arxiv_version: 2309.03748v1 · doi: 10.48550/arxiv.2309.03748 · pith_short_12: 26LZSG5EKR6Q · pith_short_16: 26LZSG5EKR6QF7RW · pith_short_8: 26LZSG5E

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/26LZSG5EKR6QF7RWMJZTIHJS4C \
  | 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: d797991ba4547d02fe366273341d32e0a51f595440954a2b2189c90d62847540

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8abd1cd0e4eba1997a8cf9a929278e54e870e268c843ba20f2088ae2cb50351b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-07T14:43:17Z",
    "title_canon_sha256": "5ad033f640ca1b3f7489e7c0165d98ae926b1c711488840e870abb9be3d22e1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03748",
    "kind": "arxiv",
    "version": 1
  }
}