Pith Number

pith:G57DHIR4

pith:2024:G57DHIR4SBP3FLEXKTV4GRFUT7

not attested not anchored not stored refs pending

Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning

Quanyu Long, Sinno Jialin Pan, Wenya Wang, Yin Wu

arxiv:2404.07546 v2 · 2024-04-11 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G57DHIR4SBP3FLEXKTV4GRFUT7}

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	2026-07-05T08:47:18.563182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

377e33a23c905fb2ac9754ebc344b49fe51c1fad3fb5c4df63f6ab30151d54a2

Aliases

arxiv: 2404.07546 · arxiv_version: 2404.07546v2 · doi: 10.48550/arxiv.2404.07546 · pith_short_12: G57DHIR4SBP3 · pith_short_16: G57DHIR4SBP3FLEX · pith_short_8: G57DHIR4

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/G57DHIR4SBP3FLEXKTV4GRFUT7 \
  | 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: 377e33a23c905fb2ac9754ebc344b49fe51c1fad3fb5c4df63f6ab30151d54a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "344496bd5ae3c236de61d0dd4fb7eaac0468fd9ec0719a40e4dc8e03a427bf0f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-11T08:20:10Z",
    "title_canon_sha256": "012f30943981837cb0087f358f4054a51331ed6314516eff360c70f34a437d67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07546",
    "kind": "arxiv",
    "version": 2
  }
}