Pith Number

pith:KPQFQV23

pith:2016:KPQFQV23FVB3OP47A37BSYGSB7

not attested not anchored not stored refs pending

Dialogue manager domain adaptation using Gaussian process reinforcement learning

David Vandyke, Lina M. Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Stefan Ultes, Steve Young, Tsung-Hsien Wen

arxiv:1609.02846 v1 · 2016-09-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPQFQV23FVB3OP47A37BSYGSB7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T01:04:51.095804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53e058575b2d43b73f9f06fe1960d20fd386f001783eadae28cb54b35eac0721

Aliases

arxiv: 1609.02846 · arxiv_version: 1609.02846v1 · doi: 10.48550/arxiv.1609.02846 · pith_short_12: KPQFQV23FVB3 · pith_short_16: KPQFQV23FVB3OP47 · pith_short_8: KPQFQV23

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/KPQFQV23FVB3OP47A37BSYGSB7 \
  | 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: 53e058575b2d43b73f9f06fe1960d20fd386f001783eadae28cb54b35eac0721

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "001ebbe39aea853b8657c4511b4f309929e5c93204e44a2225f1c930a7c1af4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-09-09T16:02:57Z",
    "title_canon_sha256": "36e03091eb156d9e3ff4511c3a14a1d3314b4f6400ae0f11ea65d548c0c672f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.02846",
    "kind": "arxiv",
    "version": 1
  }
}