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[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
refugee_pads
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
refugee_pads
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
fcv_pads_east_asia
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
refugee_pads
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
reliefweb
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
prwp
general_prwp
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
refugee_pads
[ { "role": "system", "content": "Extract genuine data mentions from text. A mention qualifies when it is data-bearing or talks about data, regardless of data type. It must refer to data, a data source, data product, or data material being collected, stored, reported, measured, retrieved, analyzed, or used. D...
fcv
fcv_pads_east_asia
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Data-mention extraction SFT

Single-task ChatML messages dataset for data-mention extraction, built from the GLiNER2 labels in rafmacalaba/data-use-mentions. Static instructions live in the system message; dynamic text in the user message; the assistant emits compact JSON {"data_mentions":[{"data_mention":"<span>","specificity_type":"named|descriptive|vague"}]} (or {"data_mentions":[]} when none qualify).

Each row also carries corpus (prwp or fcv) and origin (e.g. general_prwp, fcv_pads_east_asia, jdc_operational, refugee_pads, reliefweb) for corpus/origin-filtered training. Filter with finetune_lfm2_data_mention.py --corpus prwp (or --origin ...).

{"train": 59970, "val": 12325, "holdout": 12531}

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