Datasets:
origin stringclasses 2
values | messages listlengths 3 3 | task stringclasses 1
value | is_synthetic bool 2
classes | origin_model stringclasses 2
values |
|---|---|---|---|---|
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false | |
prwp | [
{
"role": "system",
"content": "Extract attributes of this data mention. Output ONLY a JSON object with keys producer, year, geography, acronym, specificity, bibtex. Each of producer, year, geography, acronym must be an exact substring of the text; omit keys that are absent. specificity is one of named, des... | provenance | false |
End of preview. Expand in Data Studio
Data-use SFT — tiered workflow (two task subsets)
Multitask SFT anchored exclusively on mentions the tiered extractor emits
(T1 evidential ∪ T2 declaration; see
rafmacalaba/data-use-mentions-tiered). Every row carries task
("provenance" | "usage_impact") and origin (prwp | fcv). Rows whose anchor
span was judged T3 (non-mention) or junk are dropped — audit trail in
manifest.jsonl (provenance) and manifest_usage.jsonl (usage/impact).
task = provenance (22,201 rows)
Assistant: {producer, year, geography, acronym, data_type?, specificity, bibtex?} — attributes verbatim (Luna, verbatim-filtered); data_type
relocated from the usage/impact teacher labels where the same mention surface
carries them (8,226 rows, 37%); specificity
from the original span label; bibtex a single-line BibTeX @dataset
entry (present iff producer AND year).
task = usage_impact (52,916 rows)
Assistant: {usage_action, impact_label, usage_summary} — data_type lives in the provenance task (intrinsic attribute of the source) —
original teacher labels carried over verbatim; impact_label=none rows are
KEPT (real T1/T2 mentions with citation-only impact — signal, not pollution).
Both configs: document-disjoint splits carried over unchanged; every row's anchor resolves to a tier decision (unresolved anchors dropped in a purity cleanup — see manifests). Coverage extension (Luna synthesis for currently-unanchored tiered spans) is a separate, pilot-gated phase.
{"holdout": {"provenance": 3350, "provenance_with_data_type": 1213, "usage_impact": 5858}, "train": {"provenance": 15691, "provenance_with_data_type": 5795, "usage_impact": 45126}, "val": {"provenance": 3355, "provenance_with_data_type": 1218, "usage_impact": 5740}}
Synthetic rows (is_synthetic: true)
Train-split rows generated locally with Gemma-4-E4B (tiered-anchored,
invented mentions; full pipeline, gates, and quality stats:
docs/synthetic-generation.md
in the ai4data-playground repo).
is_synthetic—falsefor the original corpus (origin prwp/fcv),truefor generator output. Val/holdout are all-real.origin_model— the generator that produced a synthetic row (empty for real rows).- Synthetic rows carry
origin: "synth"; labels for usage-impact are copied from verified seed roles (never model-generated); provenance attributes are verbatim-gated; bibtex is assembled deterministically. - Filter for real-only:
ds.filter(lambda r: not r["is_synthetic"]).
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