TwilightTechie/vela-commitment-classifier-307m
Text Classification • 0.3B • Updated • 3
id stringlengths 6 43 | group_id stringlengths 4 41 | text stringlengths 22 95 | label stringclasses 2
values | source stringclasses 2
values | review_status stringclasses 1
value | language stringclasses 1
value | length_bucket stringclasses 1
value | position stringclasses 1
value | slice stringlengths 9 22 | candidate_set stringclasses 1
value | partition stringclasses 1
value | settled_outcome_candidate bool 2
classes | outcome_pattern stringclasses 13
values | rationale stringlengths 54 83 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
support-email-1 | support-email | I'll reply to the customer before the end of the day. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
support-email-0 | support-email | Could someone reply to the customer before the end of the day? | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
vacation-1 | vacation | We've booked the trip and will leave on Tuesday. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
vacation-0 | vacation | Maybe we could take a trip sometime. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
proposal-1 | proposal | Count on me to finish the proposal by Wednesday. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
proposal-0 | proposal | Someone needs to finish the proposal by Wednesday. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
meeting-time-1 | meeting-time | We've agreed to hold the review at ten tomorrow. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
meeting-time-0 | meeting-time | The team usually holds reviews on Mondays. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
release-owner-1 | release-owner | Alex has decided to take ownership of the release. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
release-owner-0 | release-owner | Alex might take ownership of the release. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
volunteer-1 | volunteer | I'll take the first shift at the registration desk. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
volunteer-0 | volunteer | Can you take the first shift at the registration desk? | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
cleanup-1 | cleanup | We are going to remove the unused feature flags this sprint. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-action | null | null | null | null | null |
cleanup-0 | cleanup | There are unused feature flags in the repository. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-action | null | null | null | null | null |
quoted-manual-1 | quoted-manual | Priya told the team, 'I will update the deployment guide today.' | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
quoted-manual-0 | quoted-manual | The manual uses 'I will update it' as an example of future tense. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
status-report-1 | status-report | You can rely on me to publish the status report tomorrow. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
status-report-0 | status-report | Will you publish the status report tomorrow? | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
career-1 | career | I've made up my mind to accept the offer. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
career-0 | career | I wish the offer came with more vacation time. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
car-sale-1 | car-sale | I've decided to sell my car this month. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
car-sale-0 | car-sale | I wonder whether selling my car would make sense. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
budget-1 | budget | The committee approved spending the remaining budget on testing. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
budget-0 | budget | The committee discussed several ways to use the remaining budget. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
shopping-1 | shopping | I'm going to buy a replacement charger this afternoon. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
shopping-0 | shopping | That charger looks useful. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
attendance-1 | attendance | I have decided not to attend the conference. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-inaction | null | null | null | null | null |
attendance-0 | attendance | I haven't decided whether to attend the conference. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-inaction | null | null | null | null | null |
storage-1 | storage | The team settled on keeping the files in object storage. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
storage-0 | storage | The team compared object storage with a local filesystem. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
logs-1 | logs | I'll inspect the server logs once this call ends. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
logs-0 | logs | The server logs were inspected this morning. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
invoice-1 | invoice | I'll pay the invoice this evening. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
invoice-0 | invoice | I paid the invoice yesterday. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
course-1 | course | I selected the statistics course for next term. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
course-0 | course | I like reading about statistics. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
contract-1 | contract | We've chosen not to extend the vendor contract. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
contract-0 | contract | We haven't chosen a vendor yet. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
office-document-1 | office-document | I'm going to the office and will update this document today. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
office-document-0 | office-document | I just like mountains. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
archive-1 | archive | Sam announced that he will archive the old project today. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
archive-0 | archive | Sam quoted a fictional character saying, 'I will archive the project.' | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
morning-run-1 | morning-run | I'm going for a run tomorrow morning. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
morning-run-0 | morning-run | Running helps me relax. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
garden-1 | garden | I'm planting tomatoes in the garden this weekend. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
garden-0 | garden | Tomatoes grow well in this climate. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
upload-1 | upload | I will upload the meeting notes this evening. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
upload-0 | upload | I may upload the meeting notes this evening. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
test-suite-1 | test-suite | I will add regression tests for the parser tomorrow. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
test-suite-0 | test-suite | The regression tests will finish in five minutes. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
team-platform-1 | team-platform | The infrastructure team has opted to use Kubernetes. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
team-platform-0 | team-platform | The infrastructure team is considering Kubernetes. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
merger-1 | merger | The board voted to proceed with the merger. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
merger-0 | merger | The board requested more information about the merger. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
tickets-1 | tickets | The manager confirmed that she will triage the tickets today. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
tickets-0 | tickets | The manager asked who could triage the tickets today. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
presentation-1 | presentation | I promise to rehearse the presentation before the meeting. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
presentation-0 | presentation | I hope the presentation goes well. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | commitment | null | null | null | null | null |
move-house-1 | move-house | We're moving to a smaller apartment next month. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
move-house-0 | move-house | A smaller apartment might be easier to maintain. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
exercise-1 | exercise | I intend to start swimming twice a week from Monday. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
exercise-0 | exercise | Swimming is good exercise. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | firm-plan | null | null | null | null | null |
design-1 | design | Mina has selected the simpler design for the prototype. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
design-0 | design | Mina asked whether the simpler design would work. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | reported-decision | null | null | null | null | null |
document-refactor-1 | document-refactor | We agreed to leave the document structure unchanged. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-inaction | null | null | null | null | null |
document-refactor-0 | document-refactor | The document structure hasn't changed. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | chosen-inaction | null | null | null | null | null |
rename-1 | rename | Let's use Atlas as the name; we have all agreed on it. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
rename-0 | rename | What about using Atlas as the name? | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
travel-1 | travel | I've settled on taking the train to the workshop. | DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
travel-0 | travel | Taking the train is one possibility. | NO_DECISION_EXPRESSED | assistant-authored | human-review-pending | en | short | standalone | finalized-choice | null | null | null | null | null |
context-pattern-01-explicit-rejection-1 | context-pattern-01-explicit-rejection | We have ruled out building the desktop adapter for this release. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | explicit_rejection | context-patterns-v1 | train | true | rejection | An explicit rejection chooses inaction; a tentative assessment does not. |
context-pattern-01-explicit-rejection-0 | context-pattern-01-explicit-rejection | Building the desktop adapter might not be worthwhile for this release. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | explicit_rejection | context-patterns-v1 | train | false | no_expressed_choice | An explicit rejection chooses inaction; a tentative assessment does not. |
context-pattern-02-scoped-rejection-1 | context-pattern-02-scoped-rejection | We decided to stop evaluating this candidate, while keeping the broader research track open. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | scoped_rejection | context-patterns-v1 | train | true | rejection | The first selects a scoped course of action; results alone do not express a choice. |
context-pattern-02-scoped-rejection-0 | context-pattern-02-scoped-rejection | This candidate performed poorly, while the broader research track remains open. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | scoped_rejection | context-patterns-v1 | train | false | no_expressed_choice | The first selects a scoped course of action; results alone do not express a choice. |
context-pattern-03-defer-with-trigger-1 | context-pattern-03-defer-with-trigger | We have parked organization-wide rollout until two pilot teams complete their trials. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | defer_with_trigger | context-patterns-v1 | train | true | deferral | A settled deferral counts; a suggested delay does not. |
context-pattern-03-defer-with-trigger-0 | context-pattern-03-defer-with-trigger | Organization-wide rollout could wait until two pilot teams complete their trials. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | defer_with_trigger | context-patterns-v1 | train | false | no_expressed_choice | A settled deferral counts; a suggested delay does not. |
context-pattern-04-defer-with-owner-1 | context-pattern-04-defer-with-owner | The team agreed to revisit cache cleanup at the next maintenance review. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | defer_with_owner | context-patterns-v1 | train | true | deferral | An agreed follow-up is a decision; an ownership question is not. |
context-pattern-04-defer-with-owner-0 | context-pattern-04-defer-with-owner | Who should revisit cache cleanup at the next maintenance review? | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | defer_with_owner | context-patterns-v1 | train | false | no_expressed_choice | An agreed follow-up is a decision; an ownership question is not. |
context-pattern-05-supersede-policy-1 | context-pattern-05-supersede-policy | We are replacing the two-version support policy with a three-version support policy. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | supersede_policy | context-patterns-v1 | train | true | revision | The first states an adopted replacement; the second compares options. |
context-pattern-05-supersede-policy-0 | context-pattern-05-supersede-policy | A three-version support policy would cover more clients than a two-version policy. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | supersede_policy | context-patterns-v1 | train | false | no_expressed_choice | The first states an adopted replacement; the second compares options. |
context-pattern-06-retract-assumption-1 | context-pattern-06-retract-assumption | We have withdrawn the earlier requirement to archive every conversation. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | retract_assumption | context-patterns-v1 | train | true | revision | An explicit withdrawal selects a new policy; possible reconsideration is unsettled. |
context-pattern-06-retract-assumption-0 | context-pattern-06-retract-assumption | The earlier requirement to archive every conversation may need reconsideration. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | retract_assumption | context-patterns-v1 | train | false | no_expressed_choice | An explicit withdrawal selects a new policy; possible reconsideration is unsettled. |
context-pattern-07-split-workstream-1 | context-pattern-07-split-workstream | We agreed to split the migration into separate schema and client workstreams. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | split_workstream | context-patterns-v1 | train | true | decomposition | Chosen decomposition differs from describing components. |
context-pattern-07-split-workstream-0 | context-pattern-07-split-workstream | The migration includes both schema changes and client changes. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | split_workstream | context-patterns-v1 | train | false | no_expressed_choice | Chosen decomposition differs from describing components. |
context-pattern-08-choose-source-of-truth-1 | context-pattern-08-choose-source-of-truth | We have chosen the decision register as the authoritative record of agreed outcomes. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | choose_source_of_truth | context-patterns-v1 | train | true | policy | Selecting authority is a decision; describing contents is an observation. |
context-pattern-08-choose-source-of-truth-0 | context-pattern-08-choose-source-of-truth | The decision register currently contains several agreed outcomes. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | choose_source_of_truth | context-patterns-v1 | train | false | no_expressed_choice | Selecting authority is a decision; describing contents is an observation. |
context-pattern-09-settled-logging-gate-1 | context-pattern-09-settled-logging-gate | We agreed to record settled conclusions and leave exploratory conversation out of the register. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | settled_logging_gate | context-patterns-v1 | train | true | policy | A chosen recording policy differs from a usability observation. |
context-pattern-09-settled-logging-gate-0 | context-pattern-09-settled-logging-gate | Exploratory conversation can make the register difficult to scan. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | settled_logging_gate | context-patterns-v1 | train | false | no_expressed_choice | A chosen recording policy differs from a usability observation. |
context-pattern-10-mandatory-checkpoint-1 | context-pattern-10-mandatory-checkpoint | We decided that every release requires a checkpoint in the decision register. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | mandatory_checkpoint | context-patterns-v1 | train | true | policy | An adopted requirement counts; a question containing the same vocabulary does not. |
context-pattern-10-mandatory-checkpoint-0 | context-pattern-10-mandatory-checkpoint | Does every release require a checkpoint in the decision register? | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | mandatory_checkpoint | context-patterns-v1 | train | false | no_expressed_choice | An adopted requirement counts; a question containing the same vocabulary does not. |
context-pattern-11-configurable-edges-1 | context-pattern-11-configurable-edges | We have chosen configurable integrations instead of requiring a single vendor. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | configurable_edges | context-patterns-v1 | train | true | policy | A selected architecture counts; a preference alone does not. |
context-pattern-11-configurable-edges-0 | context-pattern-11-configurable-edges | I prefer configurable integrations to a single vendor. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | configurable_edges | context-patterns-v1 | train | false | no_expressed_choice | A selected architecture counts; a preference alone does not. |
context-pattern-12-cache-location-1 | context-pattern-12-cache-location | We agreed to keep generated indexes in a local cache outside the synchronized project. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | cache_location | context-patterns-v1 | train | true | architecture | An agreed location policy differs from an observed file location. |
context-pattern-12-cache-location-0 | context-pattern-12-cache-location | Generated indexes are currently present in the synchronized project. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | cache_location | context-patterns-v1 | train | false | no_expressed_choice | An agreed location policy differs from an observed file location. |
context-pattern-13-stable-launcher-1 | context-pattern-13-stable-launcher | We selected one stable launcher so callers no longer depend on the installation directory. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | stable_launcher | context-patterns-v1 | train | true | architecture | Selecting the design counts; a hypothetical benefit does not. |
context-pattern-13-stable-launcher-0 | context-pattern-13-stable-launcher | One stable launcher could reduce dependence on the installation directory. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | stable_launcher | context-patterns-v1 | train | false | no_expressed_choice | Selecting the design counts; a hypothetical benefit does not. |
context-pattern-14-cleanup-scope-1 | context-pattern-14-cleanup-scope | We decided that uninstall will remove only the cache owned by this application. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | cleanup_scope | context-patterns-v1 | train | true | policy | An adopted cleanup boundary counts; a request does not itself express acceptance. |
context-pattern-14-cleanup-scope-0 | context-pattern-14-cleanup-scope | Please make uninstall remove only the cache owned by this application. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | cleanup_scope | context-patterns-v1 | train | false | no_expressed_choice | An adopted cleanup boundary counts; a request does not itself express acceptance. |
context-pattern-15-side-effect-order-1 | context-pattern-15-side-effect-order | We have chosen to check the skip flag before creating directories or writing files. | DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | side_effect_order | context-patterns-v1 | train | true | implementation | The first chooses implementation behavior; the second reports a bug. |
context-pattern-15-side-effect-order-0 | context-pattern-15-side-effect-order | The current skip path creates a directory before returning. | NO_DECISION_EXPRESSED | assistant-authored-synthetic; user-provided-context-log-patterns | human-review-pending | en | short | standalone | side_effect_order | context-patterns-v1 | train | false | no_expressed_choice | The first chooses implementation behavior; the second reports a bug. |
End of preview. Expand in Data Studio
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
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.
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