Pith Number

pith:3OLQXXTF

pith:2022:3OLQXXTFAX5KUYIWZMPMTUZ4N2

not attested not anchored not stored refs pending

Tools and Practices for Responsible AI Engineering

Jason Matterer, Justin Goodwin, Michael Yee, Olivia Brown, Ryan Soklaski

arxiv:2201.05647 v1 · 2022-01-14 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3OLQXXTFAX5KUYIWZMPMTUZ4N2}

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

In-Context Multiple Instance Learning

Receipt and verification

First computed	2026-07-05T03:48:49.890776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db970bde6505faaa6116cb1ec9d33c6eb1189e3fa4483a2ed324493d737303a5

Aliases

arxiv: 2201.05647 · arxiv_version: 2201.05647v1 · doi: 10.48550/arxiv.2201.05647 · pith_short_12: 3OLQXXTFAX5K · pith_short_16: 3OLQXXTFAX5KUYIW · pith_short_8: 3OLQXXTF

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/3OLQXXTFAX5KUYIWZMPMTUZ4N2 \
  | 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: db970bde6505faaa6116cb1ec9d33c6eb1189e3fa4483a2ed324493d737303a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14c583080438100b30ec426c25adc93db48a50e48cb4351820574ce7e015e5e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-14T19:47:46Z",
    "title_canon_sha256": "b33542c1529f0a5c2f1158b4552359fdf5ef189361d2cd678e081e931dd620c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.05647",
    "kind": "arxiv",
    "version": 1
  }
}