Pith Number

pith:XPFBZ3XN

pith:2020:XPFBZ3XNRLR34XCRLXKMLRVKRO

not attested not anchored not stored refs pending

TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking

Carel van Niekerk, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Michael Heck, Milica Ga\v{s}i\'c, Nurul Lubis

arxiv:2005.02877 v4 · 2020-05-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XPFBZ3XNRLR34XCRLXKMLRVKRO}

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

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

Receipt and verification

First computed	2026-07-05T01:37:54.276829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbca1ceeed8ae3be5c515dd4c5c6aa8ba540fd7b63d770029aaa3ce6742a2d95

Aliases

arxiv: 2005.02877 · arxiv_version: 2005.02877v4 · doi: 10.48550/arxiv.2005.02877 · pith_short_12: XPFBZ3XNRLR3 · pith_short_16: XPFBZ3XNRLR34XCR · pith_short_8: XPFBZ3XN

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/XPFBZ3XNRLR34XCRLXKMLRVKRO \
  | 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: bbca1ceeed8ae3be5c515dd4c5c6aa8ba540fd7b63d770029aaa3ce6742a2d95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b574109ff24adbf2e8da9f7ccc66dc36427b0267496d0f493bb4f0432825851",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-06T14:52:48Z",
    "title_canon_sha256": "90e0645094e90a2bc30a2867d73a38877efc7d6d679a73495d2564294eb73d5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.02877",
    "kind": "arxiv",
    "version": 4
  }
}