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According to the Tutorial "Training a custom ENTITY LINKING model with spaCy" (20:33) this is the training data format for spaCy's Entity Linker:

TRAIN_DATA = ("Emerson was born on a farm in Blackbutt, Queensland.", {"links": {(0, 7): { "Q312545": 1.0 }}})

My search for open source annotation tool is not successful. Do you know an open source/free annotation tool for this format?

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  • $\begingroup$ Do the earlier parts of the video not show you how to setup and annotate data using spaCy's annotation tool Prodigy? $\endgroup$
    – Oxbowerce
    Oct 14 '21 at 9:41
  • $\begingroup$ Yes with Prodigy. But it is unfortunately not free or open-source (prodi.gy/docs). $\endgroup$
    – gzkhv
    Oct 14 '21 at 11:29
  • $\begingroup$ I would probably use a different open source annotation tool such as doccano to annotate your data and create a custom script to convert their format to the format spaCy expects. $\endgroup$
    – Oxbowerce
    Oct 14 '21 at 14:30
  • $\begingroup$ It would work for me. Thank you! $\endgroup$
    – gzkhv
    Oct 14 '21 at 15:32

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