Pith Number

pith:F2DU3DAP

pith:2021:F2DU3DAPXZWAWCHCBOOT2BIO6F

not attested not anchored not stored refs pending

Learning To Retrieve Prompts for In-Context Learning

Jonathan Berant, Jonathan Herzig, Ohad Rubin

arxiv:2112.08633 v2 · 2021-12-16 · cs.CL · 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{F2DU3DAPXZWAWCHCBOOT2BIO6F}

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

11 papers in Pith

BCL: Bayesian In-Context Learning Framework for Information Extraction

Neuron-Aware Active Few-Shot Learning for LLMs

A Comprehensive Overview of Large Language Models

REPLUG: Retrieval-Augmented Black-Box Language Models

Cognitive Architectures for Language Agents

Receipt and verification

First computed	2026-07-05T04:21:08.053090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e874d8c0fbe6c0b08e20b9d3d050ef17f641dee8cdcbd8313dbd62df9fff0ad

Aliases

arxiv: 2112.08633 · arxiv_version: 2112.08633v2 · doi: 10.48550/arxiv.2112.08633 · pith_short_12: F2DU3DAPXZWA · pith_short_16: F2DU3DAPXZWAWCHC · pith_short_8: F2DU3DAP

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/F2DU3DAPXZWAWCHCBOOT2BIO6F \
  | 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: 2e874d8c0fbe6c0b08e20b9d3d050ef17f641dee8cdcbd8313dbd62df9fff0ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc254ad256b0034cddb3f1056648844b8056dc80e239c37fe09c5e3389e782ac",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-16T05:17:56Z",
    "title_canon_sha256": "70c80518348014ed6e42016b9b999953eea3c47ecd1aa7f2c91d07378197fe04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.08633",
    "kind": "arxiv",
    "version": 2
  }
}