Pith Number

pith:NVS74OSS

pith:2023:NVS74OSSEEMA5RHL4QACNLOKRH

not attested not anchored not stored refs pending

Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised Learning

Bowen Zhang, Can Xu, Chongyang Tao, Daxin Jiang, Frank Rudzicz, Robert E. Mercer, Xindi Wang, Xiubo Geng, Yufei Wang

arxiv:2307.15411 v2 · 2023-07-28 · 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{NVS74OSSEEMA5RHL4QACNLOKRH}

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	2026-07-05T06:36:45.093392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d65fe3a5221180ec4ebe40026adca89c3a05a3c3a3b526ce09345b8f92183f0

Aliases

arxiv: 2307.15411 · arxiv_version: 2307.15411v2 · doi: 10.48550/arxiv.2307.15411 · pith_short_12: NVS74OSSEEMA · pith_short_16: NVS74OSSEEMA5RHL · pith_short_8: NVS74OSS

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/NVS74OSSEEMA5RHL4QACNLOKRH \
  | 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: 6d65fe3a5221180ec4ebe40026adca89c3a05a3c3a3b526ce09345b8f92183f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad7381d7f22d24a55aafb077444f7c6d3c4726a1f9d99562d0f95ea336b89952",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-28T09:03:19Z",
    "title_canon_sha256": "2e8cf92abbb56f0803e213837e4baed636c8eb8ede0b1138f00993c93c7d04f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15411",
    "kind": "arxiv",
    "version": 2
  }
}