Pith Number

pith:57YZK25L

pith:2021:57YZK25LAVNDA5775HL6CGZO5L

not attested not anchored not stored refs pending

Exploring the Limits of Out-of-Distribution Detection

Balaji Lakshminarayanan, Jie Ren, Stanislav Fort

arxiv:2106.03004 v3 · 2021-06-06 · 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{57YZK25LAVNDA5775HL6CGZO5L}

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

Eliciting Latent Predictions from Transformers with the Tuned Lens

Receipt and verification

First computed	2026-07-05T03:01:36.426202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eff1956bab055a3077ffe9d7e11b2eeac0283366b26aa7085e421d2a5e13fc2d

Aliases

arxiv: 2106.03004 · arxiv_version: 2106.03004v3 · doi: 10.48550/arxiv.2106.03004 · pith_short_12: 57YZK25LAVND · pith_short_16: 57YZK25LAVNDA577 · pith_short_8: 57YZK25L

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/57YZK25LAVNDA5775HL6CGZO5L \
  | 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: eff1956bab055a3077ffe9d7e11b2eeac0283366b26aa7085e421d2a5e13fc2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51f071be67cc62072e84c96185ef307a4a20663270089b2bcdece28aced2c1de",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-06T01:45:11Z",
    "title_canon_sha256": "c15713516cff3e297fe2884f59041c076a4f86c4c0f56272b03c4d94e43d67e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.03004",
    "kind": "arxiv",
    "version": 3
  }
}