Pith Number

pith:DP2UAVVB

pith:2026:DP2UAVVBIPPQK6TWLK74NOW45H

not attested not anchored not stored refs pending

When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning

Chenghao Qiu, Chunli Peng, Kuan-Hao Huang, Yi Zhou, Yufeng Yang

arxiv:2605.26350 v1 · 2026-05-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DP2UAVVBIPPQK6TWLK74NOW45H}

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	2026-05-27T01:05:13.439972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bf54056a143df057a765abfc6badce9f7e834160054525d66b46185286d27d3

Aliases

arxiv: 2605.26350 · arxiv_version: 2605.26350v1 · doi: 10.48550/arxiv.2605.26350 · pith_short_12: DP2UAVVBIPPQ · pith_short_16: DP2UAVVBIPPQK6TW · pith_short_8: DP2UAVVB

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/DP2UAVVBIPPQK6TWLK74NOW45H \
  | 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: 1bf54056a143df057a765abfc6badce9f7e834160054525d66b46185286d27d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5c13ebebe3b76a4a7c32d8c2fe4072467ca7fce8d9ff658ad614f4cb9d42285",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-25T21:52:49Z",
    "title_canon_sha256": "95de6347bc130c76fdc38c145d567fc616d50d1c7cdb55c50394168e887f3966"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26350",
    "kind": "arxiv",
    "version": 1
  }
}