Pith Number

pith:VS4JTPKL

pith:2024:VS4JTPKLID5MSBOTBGUEE62CAR

not attested not anchored not stored refs pending

On Many-Shot In-Context Learning for Long-Context Evaluation

Kaijian Zou, Lu Wang, Muhammad Khalifa

arxiv:2411.07130 v3 · 2024-11-11 · 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{VS4JTPKLID5MSBOTBGUEE62CAR}

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

3 papers in Pith

A Survey of Scaling in Large Language Model Reasoning

Soft Head Selection for Injecting ICL-Derived Task Embeddings

LLMs with in-context learning for Algorithmic Theoretical Physics

Receipt and verification

First computed	2026-07-05T11:20:06.588940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acb899bd4b40fac905d309a8427b420456b5a89a8093b23e0258a57ab723c0b3

Aliases

arxiv: 2411.07130 · arxiv_version: 2411.07130v3 · doi: 10.48550/arxiv.2411.07130 · pith_short_12: VS4JTPKLID5M · pith_short_16: VS4JTPKLID5MSBOT · pith_short_8: VS4JTPKL

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/VS4JTPKLID5MSBOTBGUEE62CAR \
  | 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: acb899bd4b40fac905d309a8427b420456b5a89a8093b23e0258a57ab723c0b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "670f8ee01edc296a07c46b2d1d8e2cc1d35474fbbde311310f4a9404df7e9b05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-11T17:00:59Z",
    "title_canon_sha256": "c97d64b2bf09fa9f38f99a6f48ad3aafe18eefc3cd64d8e56664eaf39f6fa48a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07130",
    "kind": "arxiv",
    "version": 3
  }
}