Pith Number

pith:XNRJJMUA

pith:2024:XNRJJMUAVICW5HF3EY5NDKWZGH

not attested not anchored not stored refs pending

Enhancing LLM Problem Solving with REAP: Reflection, Explicit Problem Deconstruction, and Advanced Prompting

Martin Arroyo, Rajeev Chhajer, Ryan Lingo

arxiv:2409.09415 v1 · 2024-09-14 · 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{XNRJJMUAVICW5HF3EY5NDKWZGH}

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

Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations

Receipt and verification

First computed	2026-07-05T09:07:09.496896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb6294b280aa056e9cbb263ad1aad931fda2ff9724adcc1c6e037cdb66968764

Aliases

arxiv: 2409.09415 · arxiv_version: 2409.09415v1 · doi: 10.48550/arxiv.2409.09415 · pith_short_12: XNRJJMUAVICW · pith_short_16: XNRJJMUAVICW5HF3 · pith_short_8: XNRJJMUA

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/XNRJJMUAVICW5HF3EY5NDKWZGH \
  | 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: bb6294b280aa056e9cbb263ad1aad931fda2ff9724adcc1c6e037cdb66968764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f78eb9fdad9613f7b857ba642602a2219d3db7464ff896c47c199a976f81f88",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-14T11:12:07Z",
    "title_canon_sha256": "e747a28d1da7f13c6dec50aeee45658ec5a829d999438230408a7efe16fe5f3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09415",
    "kind": "arxiv",
    "version": 1
  }
}