Pith Number

pith:XCTJC5W4

pith:2024:XCTJC5W4L2ILAUMXJVCZOZPO76

not attested not anchored not stored refs pending

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Hootan Nakhost, Ruoxi Sun, Sercan O. Arik, Xingchen Wan

arxiv:2406.15708 v2 · 2024-06-22 · cs.CL · cs.AI · 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{XCTJC5W4L2ILAUMXJVCZOZPO76}

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

2 papers in Pith

FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast

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

Receipt and verification

First computed	2026-07-05T09:32:10.198678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8a69176dc5e90b051974d459765eeff9ca5555f3bde52764aeed5e127adfb6d

Aliases

arxiv: 2406.15708 · arxiv_version: 2406.15708v2 · doi: 10.48550/arxiv.2406.15708 · pith_short_12: XCTJC5W4L2IL · pith_short_16: XCTJC5W4L2ILAUMX · pith_short_8: XCTJC5W4

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/XCTJC5W4L2ILAUMXJVCZOZPO76 \
  | 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: b8a69176dc5e90b051974d459765eeff9ca5555f3bde52764aeed5e127adfb6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00f58456d796ea4c8d588d6f88f17a88e2ad9464402ae7de08b3a500b6b38aa8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-22T02:07:10Z",
    "title_canon_sha256": "9baf1b65fa81dd0fd84ef10975fc2ad2d1ef5f7f815d73c13747733225ac2db3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15708",
    "kind": "arxiv",
    "version": 2
  }
}