Pith Number

pith:T4RV2TNH

pith:2023:T4RV2TNH54FOAGL6WUVL6PK7BK

not attested not anchored not stored refs pending

Improving Generalization in Task-oriented Dialogues with Workflows and Action Plans

Christopher Pal, David Vazquez, Hector Palacios, Stefania Raimondo, Xiaotian Liu

arxiv:2306.01729 v1 · 2023-06-02 · 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{T4RV2TNH54FOAGL6WUVL6PK7BK}

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	2026-07-05T06:16:57.249430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f235d4da7ef0ae0197eb52abf3d5f0ab736200368c67fcca52dfaf145a1091d

Aliases

arxiv: 2306.01729 · arxiv_version: 2306.01729v1 · doi: 10.48550/arxiv.2306.01729 · pith_short_12: T4RV2TNH54FO · pith_short_16: T4RV2TNH54FOAGL6 · pith_short_8: T4RV2TNH

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/T4RV2TNH54FOAGL6WUVL6PK7BK \
  | 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: 9f235d4da7ef0ae0197eb52abf3d5f0ab736200368c67fcca52dfaf145a1091d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dc91c8a31a6953262134aba425eed726ae272b970bf05b65d182ff976fec32f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-02T17:54:36Z",
    "title_canon_sha256": "9f47c6f0557ab3a9890d4fd835e7d5e254d7c508ace26937d7e23c00a08df0d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01729",
    "kind": "arxiv",
    "version": 1
  }
}