diff --git a/source/PaNET.csv b/source/PaNET.csv
index 7ed1018..ea4bf42 100644
--- a/source/PaNET.csv
+++ b/source/PaNET.csv
@@ -73,7 +73,7 @@ ID number,,,,,,,,,,,,,,,,,,
 1016,http://purl.org/pan-science/PaNET/PaNET01016,thermal neutron probe,,,,https://en.wikipedia.org/wiki/Neutron_temperature#Thermal,owl:Class,subclass,neutron probe,,,,,,,,,
 1017,http://purl.org/pan-science/PaNET/PaNET01017,cold neutron probe,,,,,owl:Class,subclass,thermal neutron probe,,,,,,,,,
 1018,http://purl.org/pan-science/PaNET/PaNET01018,monochromatic neutron probe,,,,,owl:Class,subclass,neutron probe,,,,,,,,,
-1019,http://purl.org/pan-science/PaNET/PaNET01019,pulsed neutron TOF probe,,,,,owl:Class,subclass,neutron probe,pulsed probe,,,,,,,,
+1019,http://purl.org/pan-science/PaNET/PaNET01019,pulsed neutron time of flight probe,pulsed neutron TOF probe,,,,owl:Class,subclass,neutron probe,pulsed probe,,,,,,,,
 1020,http://purl.org/pan-science/PaNET/PaNET01020,elastic scattering,,,,https://en.wikipedia.org/wiki/Elastic_scattering,owl:Class,subclass,scattering technique,,,,,,,,,
 1021,http://purl.org/pan-science/PaNET/PaNET01021,diffuse scattering,,,,,owl:Class,subclass,elastic scattering,,,,,,,,,
 1022,http://purl.org/pan-science/PaNET/PaNET01022,diffraction,,,,https://en.wikipedia.org/wiki/Diffraction,owl:Class,subclass,elastic scattering,,,,,CHMO:0000182,https://www.wikidata.org/wiki/Q133900,,,
@@ -298,7 +298,7 @@ ID number,,,,,,,,,,,,,,,,,,
 1241,http://purl.org/pan-science/PaNET/PaNET01241,ultra small angle x-ray scattering,USAXS,,,,owl:Class,subclass,ultra small angle scattering,x-ray probe,,,,,,,,
 1242,http://purl.org/pan-science/PaNET/PaNET01242,neutron scattering,,,,https://en.wikipedia.org/wiki/Neutron_scattering,owl:Class,subclass,scattering technique,neutron probe,,,,,,,,
 1243,http://purl.org/pan-science/PaNET/PaNET01243,polarized neutron reflectometry,polarized neutron reflectivity,,,,owl:Class,subclass,neutron reflectometry,versus polarization,,,,,,,,
-1244,http://purl.org/pan-science/PaNET/PaNET01244,time-of-flight spectrometry,TOF spectrometry,TOF spectroscopy,,,owl:Class,subclass,spectroscopy,neutron time of flight technique,,,,,,,,
+1244,http://purl.org/pan-science/PaNET/PaNET01244,time of flight spectrometry,TOF spectrometry,TOF spectroscopy,,,owl:Class,subclass,spectroscopy,neutron time of flight technique,,,,,,,,
 1245,http://purl.org/pan-science/PaNET/PaNET01245,inelastic neutron spectroscopy,inelastic neutron scattering spectroscopy,inelastic neutron scattering,,Neutron spectroscopy - Wikipedia,owl:Class,subclass,inelastic scattering,neutron probe,spectroscopy,,,,,,,
 1246,http://purl.org/pan-science/PaNET/PaNET01246,cold neutron spectroscopy,,,,,owl:Class,subclass,inelastic neutron spectroscopy,cold neutron probe,,,,,,,,
 1247,http://purl.org/pan-science/PaNET/PaNET01247,thermal neutron spectroscopy,,,,,owl:Class,subclass,inelastic neutron spectroscopy,thermal neutron probe,,,,,,,,