Pith Number

pith:D6YEKC6O

pith:2023:D6YEKC6O3CZQT5YLMPYFEAC4PO

not attested not anchored not stored refs pending

The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models

Denitsa Saynova, Lovisa Hagstr\"om, Moa Johansson, Richard Johansson, Tobias Norlund

arxiv:2311.01307 v1 · 2023-11-02 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D6YEKC6O3CZQT5YLMPYFEAC4PO}

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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

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Receipt and verification

First computed	2026-07-05T07:08:24.108705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fb0450bced8b309f70b63f052005c7ba1e87c152bc0e449c02424f3bcca216a

Aliases

arxiv: 2311.01307 · arxiv_version: 2311.01307v1 · doi: 10.48550/arxiv.2311.01307 · pith_short_12: D6YEKC6O3CZQ · pith_short_16: D6YEKC6O3CZQT5YL · pith_short_8: D6YEKC6O

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/D6YEKC6O3CZQT5YLMPYFEAC4PO \
  | 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: 1fb0450bced8b309f70b63f052005c7ba1e87c152bc0e449c02424f3bcca216a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbcffa497034b363d4373838547e5f9ab411b02fef9c98ca0538e4967ffe13e2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-02T15:20:11Z",
    "title_canon_sha256": "13cf2c87304a3eb258dfbc4b6d1ca00f4d1e3d49275c80f6cded2f01a9baa82f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01307",
    "kind": "arxiv",
    "version": 1
  }
}