Pith Number

pith:LGATHGF4

pith:2020:LGATHGF4XIDBJHOWNTOKMJJ55D

not attested not anchored not stored refs pending

SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching

Baolin Peng, Chunyuan Li, Jianfeng Gao, Jinchao Li, Lars Liden, Shahin Shayandeh

arxiv:2005.05298 v4 · 2020-05-11 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGATHGF4XIDBJHOWNTOKMJJ55D}

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.

Receipt and verification

First computed	2026-07-05T02:30:28.550350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59813398bcba06149dd66cdca6253de8e2c50c44749ff252aa3fee734e55127c

Aliases

arxiv: 2005.05298 · arxiv_version: 2005.05298v4 · doi: 10.48550/arxiv.2005.05298 · pith_short_12: LGATHGF4XIDB · pith_short_16: LGATHGF4XIDBJHOW · pith_short_8: LGATHGF4

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/LGATHGF4XIDBJHOWNTOKMJJ55D \
  | 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: 59813398bcba06149dd66cdca6253de8e2c50c44749ff252aa3fee734e55127c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e7288a4e5ea9637c9a509d3a8686e4eaf284f095afb57c1f5e13bc6f832ba7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-11T17:58:34Z",
    "title_canon_sha256": "f27e502f919dfb4d1402f34dc52c980cb91139c8f1655d722c187ea2dc112235"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.05298",
    "kind": "arxiv",
    "version": 4
  }
}