Pith Number

pith:HGFKMS7S

pith:2023:HGFKMS7SLKHAJY5SJL4F5VE5MY

not attested not anchored not stored refs pending

What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs?

Cuiyun Gao, Hongyu Zhang, Michael R. Lyu, Shuzheng Gao, Wenxuan Wang, Xin-Cheng Wen

arxiv:2304.07575 v2 · 2023-04-15 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGFKMS7SLKHAJY5SJL4F5VE5MY}

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

Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models

Receipt and verification

First computed	2026-07-05T07:31:51.936762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

398aa64bf25a8e04e3b24af85ed49d6636d2e75ca8fdad873bec9120e8e9b31c

Aliases

arxiv: 2304.07575 · arxiv_version: 2304.07575v2 · doi: 10.48550/arxiv.2304.07575 · pith_short_12: HGFKMS7SLKHA · pith_short_16: HGFKMS7SLKHAJY5S · pith_short_8: HGFKMS7S

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/HGFKMS7SLKHAJY5SJL4F5VE5MY \
  | 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: 398aa64bf25a8e04e3b24af85ed49d6636d2e75ca8fdad873bec9120e8e9b31c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3332019286d822043e6ab16d676c11677c8860cff4f09012b1d65c1b13d8c692",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-15T15:13:58Z",
    "title_canon_sha256": "187f1b51eda6b2170799d06e971adf7d3108497eeab754084931a14784180861"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.07575",
    "kind": "arxiv",
    "version": 2
  }
}