Pith Number

pith:4PPDVMPO

pith:2022:4PPDVMPOS3M2M5FAGSFPWI5QBI

not attested not anchored not stored refs pending

Description-Driven Task-Oriented Dialog Modeling

Abhinav Rastogi, Dian Yu, Harrison Lee, Izhak Shafran, Jeffrey Zhao, Mingqiu Wang, Raghav Gupta, Yonghui Wu, Yuan Cao

arxiv:2201.08904 v1 · 2022-01-21 · 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{4PPDVMPOS3M2M5FAGSFPWI5QBI}

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

2 papers in Pith

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

GEM: Graph-Enhanced Mixture-of-Experts with ReAct Agents for Dialogue State Tracking

Receipt and verification

First computed	2026-07-05T03:50:38.105347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3de3ab1ee96d9a674a0348afb23b00a16817f1bfd814eddd40a64f7f011bb63

Aliases

arxiv: 2201.08904 · arxiv_version: 2201.08904v1 · doi: 10.48550/arxiv.2201.08904 · pith_short_12: 4PPDVMPOS3M2 · pith_short_16: 4PPDVMPOS3M2M5FA · pith_short_8: 4PPDVMPO

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/4PPDVMPOS3M2M5FAGSFPWI5QBI \
  | 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: e3de3ab1ee96d9a674a0348afb23b00a16817f1bfd814eddd40a64f7f011bb63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "560319788cbe4bcc1a44c3d35f35374e47f4fa2925a5fe11c76235f83a983e53",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-21T22:07:41Z",
    "title_canon_sha256": "453c82f0b6c8edc6b619889863f17876dffb94dcfa0aaa8268896d2544b676b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.08904",
    "kind": "arxiv",
    "version": 1
  }
}