Pith Number

pith:ZJWWUDDW

pith:2023:ZJWWUDDWI4IZX3KMXE7EDVFHQ3

not attested not anchored not stored refs pending

A Closer Look at In-Context Learning under Distribution Shifts

David Lopez-Paz, Kartik Ahuja

arxiv:2305.16704 v1 · 2023-05-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJWWUDDWI4IZX3KMXE7EDVFHQ3}

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

The Effect of Training Task Diversity on In-Context Learning through the Lens of Low-Dimensional Subspaces

Receipt and verification

First computed	2026-07-05T06:14:16.578371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca6d6a0c7647119bed4cb93e41d4a786fd324ca6833f9a5442238c454e840a75

Aliases

arxiv: 2305.16704 · arxiv_version: 2305.16704v1 · doi: 10.48550/arxiv.2305.16704 · pith_short_12: ZJWWUDDWI4IZ · pith_short_16: ZJWWUDDWI4IZX3KM · pith_short_8: ZJWWUDDW

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/ZJWWUDDWI4IZX3KMXE7EDVFHQ3 \
  | 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: ca6d6a0c7647119bed4cb93e41d4a786fd324ca6833f9a5442238c454e840a75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95b61347cb3f645a26e7fecdbf313d4fbd7a7adc6ead7bd346510e6f5077ee30",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-26T07:47:21Z",
    "title_canon_sha256": "cd57bd093fb582593bccc9b80a06f4f6d08b77d31df4772693f3fcbe7d9207c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16704",
    "kind": "arxiv",
    "version": 1
  }
}