Pith Number

pith:4KMCHZSD

pith:2024:4KMCHZSDZOCXWPVKCBYOV3OQTQ

not attested not anchored not stored refs pending

Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an "AI Therapist"

Christoph Benzm\"uller, Kevin Hilbert, Robert Wasenm\"uller

arxiv:2412.15242 v1 · 2024-12-13 · 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{4KMCHZSDZOCXWPVKCBYOV3OQTQ}

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

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T09:52:00.252004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e29823e643cb857b3eaa1070eaedd09c380d7c8355e088e503d15c36dc7a5960

Aliases

arxiv: 2412.15242 · arxiv_version: 2412.15242v1 · doi: 10.48550/arxiv.2412.15242 · pith_short_12: 4KMCHZSDZOCX · pith_short_16: 4KMCHZSDZOCXWPVK · pith_short_8: 4KMCHZSD

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/4KMCHZSDZOCXWPVKCBYOV3OQTQ \
  | 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: e29823e643cb857b3eaa1070eaedd09c380d7c8355e088e503d15c36dc7a5960

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d263284261bbabdf8e778e6aad1fbde811ba801765d793a3efd5ca797b731ec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-13T12:12:47Z",
    "title_canon_sha256": "6f7d384fa8442a7d40923ddc4fc13f3ceeb543130aa8d04212f59b00d9233cbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15242",
    "kind": "arxiv",
    "version": 1
  }
}