| --- |
| license: apache-2.0 |
| language: |
| - en |
| task_categories: |
| - text-classification |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train.jsonl |
| - split: validation |
| path: data/validation.jsonl |
| --- |
| |
| # Commitment statements — synthetic pilot |
|
|
| Small assistant-authored English statements for an experimental binary |
| commitment/decision classifier. Released for reproducibility, not as an |
| independently collected benchmark. |
|
|
| - Training: 118 rows, 59 per label. |
| - Validation/development: 14 rows, 7 per label. |
| - The original 16-row test set is deliberately not distributed or evaluated. |
| - Related contrastive families were kept together during the original split; |
| all 48 extension rows were appended only to training. |
| - Exact text, ID and group overlap was checked. Semantic topic independence |
| is not guaranteed. |
|
|
| ## Labels |
|
|
| `DECISION_EXPRESSED` means an affirmed chosen course of action, firm intention |
| or commitment. Choosing not to act and explicitly reported past choices count. |
| `NO_DECISION_EXPRESSED` covers preferences, requests, questions, possibilities, |
| predictions, example quotations and completed-action reports without an expressed |
| choice. This is a broad commitment definition, not a complete logging policy. |
|
|
| ## Authorship and review |
|
|
| The first pilot contained 100 assistant-authored statements in contrastive |
| families. An extension added 48 fictional, newly worded statements inspired by |
| structural patterns in a user-provided decision log. The source log, names, |
| paths, entry identifiers and project-specific measurements are not included. |
| The extension was authored after inspecting development errors. |
|
|
| The user accepted proceeding after data validation. This is not a claim of |
| independent expert annotation or review of each label. Original |
| `review_status: human-review-pending` fields are retained for provenance rather |
| than rewritten as expert-approved ground truth. |
|
|
| Extra fields on extension rows, including `settled_outcome_candidate`, are |
| proposed review annotations, not separately validated training targets. Some |
| rows lack these fields; consumers should treat them as optional. Training uses |
| only `text` and `label`. |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| data = load_dataset("TwilightTechie/commitment-statements-pilot") |
| print(data["train"][0]) |
| ``` |
|
|
| ## Limitations and intended use |
|
|
| Use for reproducing the small pipeline and learning experiment. Do not use |
| validation metrics as estimates of real-world reliability. It is short English |
| text with limited topic and wording diversity; ambiguous, canceled, sarcastic |
| and multi-turn examples are not qualified. Keep independent real examples for |
| future evaluation and collect permission before introducing conversation data. |
|
|
| License: Apache-2.0. The repository preserves the Semantic Router license used |
| for this experiment's source/data context. No license over the private source |
| log is asserted. Associated model: [`TwilightTechie/vela-commitment-classifier-307m`](https://huggingface.co/TwilightTechie/vela-commitment-classifier-307m). |
|
|
