Pith Number

pith:Q2XLCQQ5

pith:2024:Q2XLCQQ5OZ35MOKHZGXKEG6MJY

not attested not anchored not stored refs pending

Enhancing In-context Learning via Linear Probe Calibration

Horst Samulowitz, Momin Abbas, Nathalie Baracaldo, Parikshit Ram, Theodoros Salonidis, Tianyi Chen, Yi Zhou

arxiv:2401.12406 v1 · 2024-01-22 · 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{Q2XLCQQ5OZ35MOKHZGXKEG6MJY}

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

StaICC: Standardized Evaluation for Classification Task in In-context Learning

Receipt and verification

First computed	2026-07-05T07:36:30.432580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86aeb1421d7677d63947c9aea21bcc4e3dec2baaaf47b9ce4d3562b3dcfb7fb7

Aliases

arxiv: 2401.12406 · arxiv_version: 2401.12406v1 · doi: 10.48550/arxiv.2401.12406 · pith_short_12: Q2XLCQQ5OZ35 · pith_short_16: Q2XLCQQ5OZ35MOKH · pith_short_8: Q2XLCQQ5

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/Q2XLCQQ5OZ35MOKHZGXKEG6MJY \
  | 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: 86aeb1421d7677d63947c9aea21bcc4e3dec2baaaf47b9ce4d3562b3dcfb7fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8ad5b7b8029a0f726ec6c41de94112d0875bd043dc6144ad0966a6569df5c6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-22T23:35:09Z",
    "title_canon_sha256": "4a37b7de2955f27f6531d512f11480e844a16b377425b4060ea16c8ef601c6c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12406",
    "kind": "arxiv",
    "version": 1
  }
}