CoolFace
Datasetpublic

temsa/govie-dsp-rates-reranker-bilingual-v1

gov.ie DSP Rates Reranker Bilingual v1 Bilingual (query, candidate_page) reranking dataset for gov.ie Department of Social Protection payment-rate lookup. This release is built from a curated DSP scheme catalog grounded in public gov.ie service pages and the official SW19 Rates of Payment 2026 booklet. What is in the dataset English and Irish Gaelic query variants for DSP allowance, benefit and grant lookup exact-name and rate-lookup queries page-level positives… See the full description on the dataset page: https://huggingface.co/datasets/temsa/govie-dsp-rates-reranker-bilingual-v1.

sourceHugging Faceotherupdated 6mo agoView on Hugging Face
0likes79downloads
Dataset Card

gov.ie DSP Rates Reranker Bilingual v1

Bilingual (query, candidate_page) reranking dataset for gov.ie Department of Social Protection payment-rate lookup.

This release is built from a curated DSP scheme catalog grounded in public gov.ie service pages and the official SW19 Rates of Payment 2026 booklet.

What is in the dataset

  • —English and Irish Gaelic query variants for DSP allowance, benefit and grant lookup
  • —exact-name and rate-lookup queries
  • —page-level positives with hard negatives drawn from confusable DSP pages
  • —shared-page targets where the public source page covers more than one scheme

Shared-page targets

  • —Electricity Allowance and Gas Allowance resolve to Household Benefits Package
  • —Half-rate Carer's Allowance resolves to Carer's Allowance
  • —Jobseeker's Benefit for the Self-Employed resolves to Jobseeker's Benefit
  • —Newborn Baby Grant resolves to Child Benefit
  • —Cost of Education Allowance resolves to Back to Education Allowance
  • —Island Allowance resolves to Increase for Living on a Specified Island

Splits

  • —train: 512
  • —validation: 240

Base query ids are split deterministically so English and Irish variants stay together.

Query policy

  • —English queries use an ASCII-friendly version of the public scheme title because that is closer to how people typically type searches
  • —Irish variants use Irish query framing while keeping the public scheme title stable when there is no single official Irish slug to anchor on
  • —broad catalog queries are included for the 2026 DSP rate book and Budget 2026 overview page

Included metadata

  • —metadata/meta.json: packaging metadata and query policy
  • —metadata/targets.json: canonical target catalog and query examples

Intended use

  • —train or distill bilingual rerankers for DSP scheme-rate lookup
  • —benchmark gov.ie welfare-rate search quality
  • —test exact-scheme lookups against confusable DSP candidate pages

Caveats

  • —The dataset is optimized for page selection, not for extracting a full structured rate table
  • —Some target names share a single official page, so multiple labels can point to the same candidate page across different queries
  • —This dataset reflects public information gathered as of the packaging date and should be refreshed when rates or page content change

License and attribution

This dataset is a derivative packaging of public gov.ie source material and DSP publications. Preserve attribution to the Government of Ireland and the Department of Social Protection and do not imply official endorsement.

Generated from release_datasets/govie-dsp-rates-reranker-bilingual-v1.