Pith Number

pith:VSSUJ4CJ

pith:2023:VSSUJ4CJXMK5EOP5DECSGFR5BS

not attested not anchored not stored refs pending

Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues

Animesh Prasad, Emine Yilmaz, Gabriella Kazai, Nikolaos Aletras, Yue Feng, Yunlong Jiao

arxiv:2305.16798 v1 · 2023-05-26 · 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{VSSUJ4CJXMK5EOP5DECSGFR5BS}

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

The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs

Receipt and verification

First computed	2026-07-05T06:14:17.584483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aca544f049bb15d239fd190523163d0c9582efa2adefd4796204087ef2ad348a

Aliases

arxiv: 2305.16798 · arxiv_version: 2305.16798v1 · doi: 10.48550/arxiv.2305.16798 · pith_short_12: VSSUJ4CJXMK5 · pith_short_16: VSSUJ4CJXMK5EOP5 · pith_short_8: VSSUJ4CJ

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/VSSUJ4CJXMK5EOP5DECSGFR5BS \
  | 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: aca544f049bb15d239fd190523163d0c9582efa2adefd4796204087ef2ad348a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a013981ff73a84d5827b8985457efb644917fa9e9798fe7d58cfc03554378586",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-26T10:19:30Z",
    "title_canon_sha256": "0e3477f6095eff060e6997158e47674472552841090bd18f53f655cefeb9a7d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16798",
    "kind": "arxiv",
    "version": 1
  }
}