Pith Number

pith:HR7J2GXF

pith:2024:HR7J2GXFHSQJIRLHLO6K3JPSNH

not attested not anchored not stored refs pending

Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Erhan Guven, Matthew Renze

arxiv:2405.06682 v3 · 2024-05-05 · 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{HR7J2GXFHSQJIRLHLO6K3JPSNH}

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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

28 papers in Pith

How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification

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LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T10:30:53.684228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c7e9d1ae53ca09445675bbcada5f269f8a23c62102cc64dc70f7c9242e7b604

Aliases

arxiv: 2405.06682 · arxiv_version: 2405.06682v3 · doi: 10.48550/arxiv.2405.06682 · pith_short_12: HR7J2GXFHSQJ · pith_short_16: HR7J2GXFHSQJIRLH · pith_short_8: HR7J2GXF

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/HR7J2GXFHSQJIRLHLO6K3JPSNH \
  | 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: 3c7e9d1ae53ca09445675bbcada5f269f8a23c62102cc64dc70f7c9242e7b604

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30cd0b23a6e656935d7f182248bee6bbe8aeec8d00365b6f38faa3319434f535",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-05T18:56:46Z",
    "title_canon_sha256": "2c845174207aa03687e4051befc7ff3f044d11d2493d372a7110d565c615b7f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06682",
    "kind": "arxiv",
    "version": 3
  }
}