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fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
prwp
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
fcv
provenance
[ { "role": "system", "content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym. Each value must be an exact substring of the text; omit keys that are absent. If the mention names a findable dataset, survey or report, additionally include a bib...
fcv
usage_impact
[ { "role": "system", "content": "Classify the usage and impact of this data mention. Output ONLY a JSON object with keys data_type, usage_action, impact_label, usage_summary. usage_summary is one sentence in your own words describing how the author uses the data, grounded only in the text; do not reference t...
End of preview. Expand in Data Studio

data-use-sft v2 (config: real_v2)

Multitask SFT rows derived from the v2 relabeling. Same ChatML format as rafmacalaba/data-use-sft (real), plus a task field:

  • provenance — exact-substring {producer, year, geography, acronym}; for tier1∧named mentions the assistant JSON additionally carries bibtex (a single @misc entry assembled from those same metadata fields)
  • usage_impact — {data_type, usage_action, impact_label, usage_summary}

Splits: val+holdout = dual-pass consensus; train = single-pass (upgraded in v2.1). Only tier1/tier2 spans generate SFT rows; tier3/junk excluded by design.

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