Pith Number

pith:BWULN2KF

pith:2025:BWULN2KFREFYPD3J6UBSXBDOON

not attested not anchored not stored refs pending

OptiSeq: Ordering Examples On-The-Fly for In-Context Learning

K. R. Jayaram, Nalini Venkatasubramanian, Praveen Venkateswaran, Rahul Atul Bhope, Vatche Isahagian, Vinod Muthusamy

arxiv:2501.15030 v2 · 2025-01-25 · cs.LG · cs.AI · cs.CL · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWULN2KFREFYPD3J6UBSXBDOON}

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

6 papers in Pith

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics

AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences

The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure

Receipt and verification

First computed	2026-07-05T10:16:41.170921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0da8b6e945890b878f69f5032b846e7379a3376d7d9372d5b83e4422a2b6af93

Aliases

arxiv: 2501.15030 · arxiv_version: 2501.15030v2 · doi: 10.48550/arxiv.2501.15030 · pith_short_12: BWULN2KFREFY · pith_short_16: BWULN2KFREFYPD3J · pith_short_8: BWULN2KF

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/BWULN2KFREFYPD3J6UBSXBDOON \
  | 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: 0da8b6e945890b878f69f5032b846e7379a3376d7d9372d5b83e4422a2b6af93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b96a2a1ebef3d498a2230cacb39b8acba79f5cd14e8f404ec4c7732fbf02ae69",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-25T02:24:00Z",
    "title_canon_sha256": "e382956c89c049c75055cd9255697dddad2d999ee7e26e0bf71beb43e95bd593"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15030",
    "kind": "arxiv",
    "version": 2
  }
}