Pith Number

pith:MESO4A3U

pith:2025:MESO4A3UEIKGPUMXDR5SI52MWN

not attested not anchored not stored refs pending

The Few-shot Dilemma: Over-prompting Large Language Models

Christian Koerner, Doruk Tuncel, Thomas Runkler, Yongjian Tang

arxiv:2509.13196 v1 · 2025-09-16 · 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{MESO4A3UEIKGPUMXDR5SI52MWN}

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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

2 papers in Pith

Sustainability Analysis of Prompt Strategies for SLM-based Automated Test Generation

The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure

Receipt and verification

First computed	2026-06-03T01:05:06.047439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6124ee0374221467d1971c7b24774cb35e2e2ad3a12f6671432e4646116be2ab

Aliases

arxiv: 2509.13196 · arxiv_version: 2509.13196v1 · doi: 10.48550/arxiv.2509.13196 · pith_short_12: MESO4A3UEIKG · pith_short_16: MESO4A3UEIKGPUMX · pith_short_8: MESO4A3U

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/MESO4A3UEIKGPUMXDR5SI52MWN \
  | 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: 6124ee0374221467d1971c7b24774cb35e2e2ad3a12f6671432e4646116be2ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe27444e42e2545cc6abe859c949c7f8712f9c3a6774aa475b0ba4d14a71e3fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-16T16:00:06Z",
    "title_canon_sha256": "4bd134d4913765052d886f1ba82ccf6791e59c86cf61db35661055574851bd2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.13196",
    "kind": "arxiv",
    "version": 1
  }
}