Pith Number

pith:62YH447N

pith:2021:62YH447NMEDPS5WIQYNU7BCZLX

not attested not anchored not stored refs pending

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection

Dermot Liu, Fei Huang, Jian Sun, Luo Si, Min Yang, Peng Jiang, Wanwei He, Yinhe Zheng, Yinpei Dai, Yongbin Li, Yuchuan Wu, Zheng Cao

arxiv:2111.14592 v8 · 2021-11-29 · 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{62YH447NMEDPS5WIQYNU7BCZLX}

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

VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T04:09:16.678080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6b07e73ed6106f976c8861b4f84595ddf6668247360deee76b8d7dcf1802349

Aliases

arxiv: 2111.14592 · arxiv_version: 2111.14592v8 · doi: 10.48550/arxiv.2111.14592 · pith_short_12: 62YH447NMEDP · pith_short_16: 62YH447NMEDPS5WI · pith_short_8: 62YH447N

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/62YH447NMEDPS5WIQYNU7BCZLX \
  | 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: f6b07e73ed6106f976c8861b4f84595ddf6668247360deee76b8d7dcf1802349

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9c9196ea6ddd0cec74207648d9e9a4eca949abbdef5e22308be44d36173243b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-11-29T15:24:36Z",
    "title_canon_sha256": "dc753e80e568adf95147cce3bb65985fcc28f4c3c4189ea1d4a73833cc4209d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.14592",
    "kind": "arxiv",
    "version": 8
  }
}