Pith Number

pith:SULAHUOY

pith:2024:SULAHUOYZT7THKEXRBEOXDL57Z

not attested not anchored not stored refs pending

Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human in the Loop

Alexander Kowsik, Anum Afzal, Florian Matthes, Rajna Fani

arxiv:2407.05925 v1 · 2024-07-08 · 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{SULAHUOYZT7THKEXRBEOXDL57Z}

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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

1 paper in Pith

Evaluating Multi-Hop Reasoning in RAG Systems: A Comparison of LLM-Based Retriever Evaluation Strategies

Receipt and verification

First computed	2026-07-05T08:41:20.893901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

951603d1d8ccff33a8978848eb8d7dfe7e9225e9725a44cc5fac41caa120654e

Aliases

arxiv: 2407.05925 · arxiv_version: 2407.05925v1 · doi: 10.48550/arxiv.2407.05925 · pith_short_12: SULAHUOYZT7T · pith_short_16: SULAHUOYZT7THKEX · pith_short_8: SULAHUOY

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/SULAHUOYZT7THKEXRBEOXDL57Z \
  | 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: 951603d1d8ccff33a8978848eb8d7dfe7e9225e9725a44cc5fac41caa120654e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a164a6e19af2aaab29f64ac76e1273330dda4f3a66582b7afa9b4f2b685a0ef5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-08T13:32:14Z",
    "title_canon_sha256": "798fe7ca77606beecb4bb60f1d5e50830842aee77dcbda846a8e723f57b433eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05925",
    "kind": "arxiv",
    "version": 1
  }
}