Pith Number

pith:PXJY5JCF

pith:2024:PXJY5JCFYQKOLYY526VLT254WX

not attested not anchored not stored refs pending

Generating Out-Of-Distribution Scenarios Using Language Models

Daniela Rus, Erfan Aasi, Guy Rosman, Phat Nguyen, Sertac Karaman, Shiva Sreeram

arxiv:2411.16554 v1 · 2024-11-25 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXJY5JCFYQKOLYY526VLT254WX}

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	2026-07-05T09:40:10.985349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dd38ea445c414e5e31dd7aab9ebbcb5e4f66d4379b64804eb8a580c4dc8a161

Aliases

arxiv: 2411.16554 · arxiv_version: 2411.16554v1 · doi: 10.48550/arxiv.2411.16554 · pith_short_12: PXJY5JCFYQKO · pith_short_16: PXJY5JCFYQKOLYY5 · pith_short_8: PXJY5JCF

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/PXJY5JCFYQKOLYY526VLT254WX \
  | 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: 7dd38ea445c414e5e31dd7aab9ebbcb5e4f66d4379b64804eb8a580c4dc8a161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33bff8a3d7220547d2ea1773af8961465796c6a9f2464f895e4a615805ec92dc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T16:38:17Z",
    "title_canon_sha256": "6efa65d3302757212f554d5eab26d36e917ae39a226615d996cbbc5dabb51887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16554",
    "kind": "arxiv",
    "version": 1
  }
}