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NOTICE ADDED
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+ LexBench Web Search
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+ Copyright 2026 LexMount
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+
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+ Project-owned code and contributions are licensed under the Apache License,
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+ Version 2.0. See LICENSE.
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+
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+ Bundled upstream data retains its original licenses and copyright notices in
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+ src/lexbench_websearch/definitions/NOTICE.txt.
README.md ADDED
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+ ---
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+ license:
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+ - apache-2.0
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+ - mit
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+ language:
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+ - en
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+ - zh
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+ tags:
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+ - benchmark
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+ - evaluation
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+ configs:
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+ - config_name: factual-v1
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+ data_files:
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+ - split: test
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+ path: data/factual-v1.jsonl
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+ ---
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+
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+ # LexBench SimpleQA Verified
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+
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+ A retrieval-evaluation edition of Google SimpleQA Verified, used by Browser Eval. The original 1,000 questions were filtered before collection to include every question of at most 128 Unicode characters, retaining 831 in publisher order. Questions and reference answers are unchanged; unmatched closing parentheses are removed when parsing source URLs. This measures retrieval against supplied answers and URLs, rather than the upstream answer-generation task. The dataset viewer exposes each task; the `task` column preserves its complete definition as JSON.
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+
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+ `definitions/` contains the original files. `definitions.tar.gz` contains identical bytes for a single-download installation. `manifest.json` records their hashes and the source Git commit. Select a full Hugging Face commit when downloading; tags are release labels. Scoring and execution code are maintained in [Browser Eval](https://github.com/lexmount/browser-eval).
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+
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+ Project-authored material uses Apache-2.0. Upstream data retains its original terms; read `THIRD_PARTY.md`, `NOTICE` and any notices under `definitions/`. Full website captures, documents, screenshots and measured provider outputs are excluded. Some source references require separately acquired inputs.
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+
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+ ## Source and attribution
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+
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+ Derived from [Google SimpleQA Verified](https://huggingface.co/datasets/google/simpleqa-verified), by Lukas Haas, Gal Yona, Giovanni D'Antonio, Sasha Goldshtein and Dipanjan Das. See their [paper](https://arxiv.org/abs/2509.07968) and the earlier [OpenAI SimpleQA](https://arxiv.org/abs/2411.04368). The original data uses MIT; its notices are retained in `definitions/NOTICE.txt`. `definitions/factual-source.json` records the exact upstream revision, CSV hash and selection rule. The scoring code is maintained in Browser Eval.
THIRD_PARTY.md ADDED
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+ # Third-party material
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+
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+ The current project license is [Apache-2.0](LICENSE), covering project-owned code, authored material and new contributions.
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+
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+ ## Upstream datasets and sources
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+
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+ Bundled datasets, linked pages and community posts retain their source terms. The installed package includes the full upstream notices from `definitions/NOTICE.txt`.
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+
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+ - **Microck/websearch-bench:** 80 query records from commit `7714e86b1b8d7b943037c38b04d4f6ba65566d5b`, MIT, copyright 2026 Microck. The full notice is included in `src/lexbench_websearch/definitions/NOTICE.txt`.
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+ - **SimpleQA Verified:** questions, reference answers and supporting URLs from Google DeepMind / Google Research, revision `ed392714d14fa5225b07c2b456453983bc75f690`. The publisher card declares MIT. Authors, paper and original SimpleQA attribution are in [data and sources](docs/data.md); the license notice is included with the definitions.
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+ - **Community examples:** short query transcriptions/adaptations with per-case origin and derivation. Source posts retain their own terms. No source screenshots or full articles are included. The 28 user-supplied screenshot queries have no established original author or post; they are marked accordingly.
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+ - **Referenced websites and papers:** URLs and short task-specific source assertions identify acceptance evidence. Referenced content remains subject to its publisher's terms.
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+
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+ `definitions/sources.json` is the machine-readable attribution inventory. Report missing or incorrect attribution through a repository issue, including the affected case ID and supporting source.
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+
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+ SimpleQA Verified derives questions from OpenAI SimpleQA, distributed under MIT, Copyright (c) 2024 OpenAI. The upstream notice is retained in `definitions/NOTICE.txt`; see https://github.com/openai/simple-evals/blob/main/LICENSE.
data/factual-v1.jsonl ADDED
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+ oid sha256:689e2ed0c8f077553e3b48cac96df9a4e79b3087ae35c1c37946cf424810cd19
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+ size 127098
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+ The 80 public_catalog queries are adapted from Microck/websearch-bench
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+ Commit: 7714e86b1b8d7b943037c38b04d4f6ba65566d5b
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+ Source: https://github.com/Microck/websearch-bench/blob/7714e86b1b8d7b943037c38b04d4f6ba65566d5b/data/queries.jsonl
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+ Query text and intent are retained; provider judgments and scores are not imported.
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+
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+ MIT License
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+
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+ Copyright (c) 2026 Microck
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
12
+ in the Software without restriction, including without limitation the rights
13
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
14
+ copies of the Software, and to permit persons to whom the Software is
15
+ furnished to do so, subject to the following conditions:
16
+
17
+ The above copyright notice and this permission notice shall be included in all
18
+ copies or substantial portions of the Software.
19
+
20
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
21
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
22
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
23
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
24
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
25
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
26
+ SOFTWARE.
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+
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+ SimpleQA Verified factual retrieval probes
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+ ------------------------------------------
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+ Source: Google DeepMind / Google Research, SimpleQA Verified
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+ Authors: Lukas Haas, Gal Yona, Giovanni D'Antonio, Sasha Goldshtein, Dipanjan Das
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+ Dataset revision: ed392714d14fa5225b07c2b456453983bc75f690
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+ Dataset: https://huggingface.co/datasets/google/simpleqa-verified
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+ Report: https://arxiv.org/abs/2509.07968
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+ The pinned dataset card declares the MIT license.
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+
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+ The search profile retains the original question, reference answer and supporting
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+ URLs for all 831 questions within the shared 128-character input limit. The other
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+ 169 questions were excluded before collection. These are adapted retrieval probes,
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+ not official SimpleQA Verified scores: the original benchmark evaluates parametric
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+ knowledge without search or retrieval tools. Source-URL and literal-answer checks
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+ are reported separately and do not replace semantic answer grading.
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+
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+
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+ MIT License terms for the SimpleQA Verified material (publisher declaration above):
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
49
+ in the Software without restriction, including without limitation the rights
50
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
51
+ copies of the Software, and to permit persons to whom the Software is
52
+ furnished to do so, subject to the following conditions:
53
+
54
+ The above copyright notice and this permission notice shall be included in all
55
+ copies or substantial portions of the Software.
56
+
57
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
58
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
59
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
60
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
61
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
62
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
63
+ SOFTWARE.
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+
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+ OpenAI SimpleQA upstream: Copyright (c) 2024 OpenAI.
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+ Source: https://github.com/openai/simple-evals/blob/main/LICENSE
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+ The MIT permission and warranty terms reproduced above also apply to that upstream material.
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+ "license": "MIT",
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+ "scope": "Frozen publisher-provided answers and supporting URLs; source URL hits are not exhaustive relevance judgments",
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+ "selection": {
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+ "max_query_characters": 128,
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+ "source_count": 1000,
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+ "selected_count": 831
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+ },
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+ "case": {
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+ "id_prefix": "sqv-",
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+ "family": "web",
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+ "category": "factual",
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+ "language": "en",
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+ "provenance_kind": "public_labeled",
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+ "derivation": "Unchanged question; all publisher questions of at most 128 Unicode characters are included"
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+ },
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+ "case_field_order": [
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+ "id",
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+ "family",
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+ "category",
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+ "language",
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+ "reference_urls",
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+ "topic",
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+ "answer_type"
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+ ]
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+ }
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