Pith Number

pith:6PGF2YC5

pith:2024:6PGF2YC5WDWWOSCYNBGYLQS3MT

not attested not anchored not stored refs pending

In-Context Principle Learning from Mistakes

Aman Madaan, Luyu Gao, Niket Tandon, Steven Zheng, Swaroop Mishra, Tianjun Zhang, Uri Alon, Yiming Yang

arxiv:2402.05403 v2 · 2024-02-08 · cs.CL · 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{6PGF2YC5WDWWOSCYNBGYLQS3MT}

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

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Supplement Generation Training for Enhancing Agentic Task Performance

Receipt and verification

First computed	2026-07-05T07:43:35.686368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3cc5d605db0ed674858684d85c25b64c82fc7d43a9e92d6a29b0331113167ed

Aliases

arxiv: 2402.05403 · arxiv_version: 2402.05403v2 · doi: 10.48550/arxiv.2402.05403 · pith_short_12: 6PGF2YC5WDWW · pith_short_16: 6PGF2YC5WDWWOSCY · pith_short_8: 6PGF2YC5

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/6PGF2YC5WDWWOSCYNBGYLQS3MT \
  | 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: f3cc5d605db0ed674858684d85c25b64c82fc7d43a9e92d6a29b0331113167ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93a6d67e28c1c09418cfb52a12fcbc530665ee2fbb7706d78366ecef30d0c169",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-08T04:42:29Z",
    "title_canon_sha256": "7fb5760b965ce0e3520c7684d257601734d4ddd53b4e2a0d754137d73c4d218c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05403",
    "kind": "arxiv",
    "version": 2
  }
}