Pith Number

pith:TCUDPDBI

pith:2023:TCUDPDBIU3YPRGAZPCRSO6ZUTB

not attested not anchored not stored refs pending

Guiding Large Language Models via Directional Stimulus Prompting

Baolin Peng, Jianfeng Gao, Michel Galley, Pengcheng He, Xifeng Yan, Zekun Li

arxiv:2302.11520 v4 · 2023-02-22 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TCUDPDBIU3YPRGAZPCRSO6ZUTB}

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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

Investigating the Performance of Small Language Models in Detecting Test Smells in Manual Test Cases

Receipt and verification

First computed	2026-07-05T06:58:55.092470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98a8378c28a6f0f8981978a3277b34984f0ce7f62e68a80c2bc7437a607c2767

Aliases

arxiv: 2302.11520 · arxiv_version: 2302.11520v4 · doi: 10.48550/arxiv.2302.11520 · pith_short_12: TCUDPDBIU3YP · pith_short_16: TCUDPDBIU3YPRGAZ · pith_short_8: TCUDPDBI

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/TCUDPDBIU3YPRGAZPCRSO6ZUTB \
  | 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: 98a8378c28a6f0f8981978a3277b34984f0ce7f62e68a80c2bc7437a607c2767

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "868a2b12618987ffab1bb46e9154db5ab0a1d6394f2181fd465979a08aa7969d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-22T17:44:15Z",
    "title_canon_sha256": "7fc8bb2efb301c24f572b6971480728c352ac9402b80baf733759df6b9ade9d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11520",
    "kind": "arxiv",
    "version": 4
  }
}