Pith Number

pith:MBY5QSUJ

pith:2024:MBY5QSUJGOPSVKGSX6O37FIPDF

not attested not anchored not stored refs pending

One size doesn't fit all: Predicting the Number of Examples for In-Context Learning

Debasis Ganguly, Iadh Ounis, Manish Chandra

arxiv:2403.06402 v3 · 2024-03-11 · 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{MBY5QSUJGOPSVKGSX6O37FIPDF}

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

1 paper in Pith

Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification

Receipt and verification

First computed	2026-07-05T10:02:44.217645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6071d84a89339f2aa8d2bf9dbf950f1956d9cd2573e19bfcf5694258de7f1a49

Aliases

arxiv: 2403.06402 · arxiv_version: 2403.06402v3 · doi: 10.48550/arxiv.2403.06402 · pith_short_12: MBY5QSUJGOPS · pith_short_16: MBY5QSUJGOPSVKGS · pith_short_8: MBY5QSUJ

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/MBY5QSUJGOPSVKGSX6O37FIPDF \
  | 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: 6071d84a89339f2aa8d2bf9dbf950f1956d9cd2573e19bfcf5694258de7f1a49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a13c4811f6bba91b9a95c78487b04e65f86e6d82022fe8c73228288dcdff51",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-11T03:28:13Z",
    "title_canon_sha256": "e48aa83ab9965988612f3c5946f354b3319df3acc3e67981c150f46b44b5d2c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06402",
    "kind": "arxiv",
    "version": 3
  }
}