Pith Number

pith:XVIU7W55

pith:2024:XVIU7W55YBSBXFPPMLWEVJAGXI

not attested not anchored not stored refs pending

Learning to Correct for QA Reasoning with Black-box LLMs

Dongyoung Kim, Jaehyung Kim, Yiming Yang

arxiv:2406.18695 v2 · 2024-06-26 · cs.LG · cs.AI · 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{XVIU7W55YBSBXFPPMLWEVJAGXI}

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

Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization

Receipt and verification

First computed	2026-07-05T09:17:14.312569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd514fdbbdc0641b95ef62ec4aa406ba013bf6952d07bd5b9b05a6df9b4e94fc

Aliases

arxiv: 2406.18695 · arxiv_version: 2406.18695v2 · doi: 10.48550/arxiv.2406.18695 · pith_short_12: XVIU7W55YBSB · pith_short_16: XVIU7W55YBSBXFPP · pith_short_8: XVIU7W55

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/XVIU7W55YBSBXFPPMLWEVJAGXI \
  | 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: bd514fdbbdc0641b95ef62ec4aa406ba013bf6952d07bd5b9b05a6df9b4e94fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f26173ff4d952b936ab006c9f0d63e7c8b823975428ced0c09858a98c8fb0178",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-26T18:57:32Z",
    "title_canon_sha256": "677bad4b8def9145b2741d90fa5ce346ca9c8abe7a43c6308d5050c48b3ccc2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18695",
    "kind": "arxiv",
    "version": 2
  }
}