Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 291, in _generate_tables
                  pa_table = paj.read_json(
                      io.BytesIO(batch), read_options=paj.ReadOptions(block_size=block_size)
                  )
                File "pyarrow/_json.pyx", line 364, in pyarrow._json.read_json
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: JSON parse error: Column(/section_4_extended_conversation_still_protocol/exchanges/[]/exchange) changed from number to string in row 0
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 101, in _split_generators
                  pa_table = next(iter(self._generate_tables(**splits[0].gen_kwargs, allow_full_read=False)))[1]
                             ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 306, in _generate_tables
                  batch = json_encode_fields_in_json_lines(original_batch, json_field_paths)
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 111, in json_encode_fields_in_json_lines
                  examples = [ujson_loads(line) for line in original_batch.splitlines()]
                              ~~~~~~~~~~~^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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Abbas Hamidavi

Department of Computer Engineering, Mashhad Branch, Islamic Azad University, Mashhad, Iran Β· ORCID 0009-0001-7342-7844

Website Email GitHub LinkedIn Google Scholar ResearchGate ORCID Hugging Face

status: under review journal: AI and Society preprint: Research Square license: CC BY 4.0

Study in numbers

Framed Secondary Instructions: Data and Materials

This dataset is also available as a GitHub repository with the same curated materials: https://github.com/AVABBAS/framed-secondary-instructions

Data and materials for the article:

Hamidavi, A. Differential Compliance With Framed Secondary Instructions in Three Frontier Language Models: An Exploratory Comparison. Submitted to AI and Society, November 2026. Preprint: Research Square, rs-10728137. The same materials are also deposited on the Open Science Framework: osf.io/g9w3e.

πŸ“– About the study

Each elicitation instance gives a model a primary task together with a secondary instruction whose framing varies (45 instances across GPT-5.4, Claude 4.6 Sonnet, and Gemini 3.1 Pro). The study codes whether and how the model complies with the secondary instruction relative to the primary task, and compares the three models' compliance profiles across framings. This repository deposits the complete instance histories, the per-model codebooks, the feature dataset, and the statistical outputs.

Study design

πŸ—‚οΈ Contents

Map of the dataset folders

Folder Contents
transcripts/ The complete instance histories for the three models (JSON). Typeset chat-transcript PDFs of the same histories are in the OSF deposit.
codebooks/ The per-model codebooks (JSON). PDF renderings are in the OSF deposit.
data/ The final dataset, the extended-conversations table, the standard-tests table, the model summary, and the compiled output file.
results/ The analysis report (HTML) and the executive summary.
coding-data/ The inter-rater reliability report (plain-text rendering of the archived PDF).
documentation/ The readme deposited with the OSF materials.

The interactive dashboard pages and figure images of the OSF deposit are omitted in this text deposit; every plotted value is present in the data tables.

πŸ“š Citation

Please cite the article. Citation metadata is provided in CITATION.cff.

πŸ”— Access to the article

βš–οΈ Licences

Data, transcripts, and documentation are released under the Creative Commons Attribution 4.0 International licence (CC BY 4.0, see LICENSE). Code is released under the MIT licence (see LICENSE-CODE).

The transcripts are outputs of publicly available AI systems, generated for this study. They contain no personal data.

Abbas Hamidavi, Machine Psychology research programme

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