diff --git "a/data/datasets/CrossNER/science/train.json" "b/data/datasets/CrossNER/science/train.json"
new file mode 100644--- /dev/null
+++ "b/data/datasets/CrossNER/science/train.json"
@@ -0,0 +1,5176 @@
+[
+  {
+    "sentence": "They may also use Adenosine triphosphate , Nitric oxide , and ROS for signaling in the same ways that animals do .",
+    "entity_list": [
+      {
+        "name": "Adenosine triphosphate",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Nitric oxide",
+        "type": "chemical compound"
+      },
+      {
+        "name": "ROS",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "August Kopff , a colleague of Wolf at Heidelberg , then discovered 617 Patroclus eight months after Achilles , and , in early 1907 , he discovered the largest of all Jupiter trojans , 624 Hektor .",
+    "entity_list": [
+      {
+        "name": "August Kopff",
+        "type": "scientist"
+      },
+      {
+        "name": "Wolf",
+        "type": "scientist"
+      },
+      {
+        "name": "Heidelberg",
+        "type": "location"
+      },
+      {
+        "name": "617 Patroclus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Achilles",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Jupiter trojans",
+        "type": "else"
+      },
+      {
+        "name": "624 Hektor",
+        "type": "astronomical object"
+      }
+    ]
+  },
+  {
+    "sentence": "The five bodies currently called planets that were known to the Greeks were those visible to the naked eye : Mercury , Venus , Mars , Jupiter , and Saturn .",
+    "entity_list": [
+      {
+        "name": "Greeks",
+        "type": "else"
+      },
+      {
+        "name": "Mercury",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Venus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Mars",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Jupiter",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Saturn",
+        "type": "astronomical object"
+      }
+    ]
+  },
+  {
+    "sentence": "Several genes known to be affected by differential methylation are the CYP1A1 xenobiotic response element , Aryl hydrocarbon receptor repressor , and F2RL3 .",
+    "entity_list": [
+      {
+        "name": "CYP1A1",
+        "type": "protein"
+      },
+      {
+        "name": "Aryl hydrocarbon receptor repressor",
+        "type": "else"
+      },
+      {
+        "name": "F2RL3",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "Hall also parodied the song as Cell Black Django using celebrities NeNe Leakes ( as the master of ceremonies ) , Nicki Minaj , Rihanna , Solange Knowles , Beyoncé , internet meme Sharkeisha ( which he portrayed ) , and Mariah Carey .",
+    "entity_list": [
+      {
+        "name": "Hall",
+        "type": "person"
+      },
+      {
+        "name": "Cell Black Django",
+        "type": "else"
+      },
+      {
+        "name": "NeNe Leakes",
+        "type": "person"
+      },
+      {
+        "name": "Nicki Minaj",
+        "type": "person"
+      },
+      {
+        "name": "Rihanna",
+        "type": "person"
+      },
+      {
+        "name": "Solange Knowles",
+        "type": "person"
+      },
+      {
+        "name": "Beyoncé",
+        "type": "person"
+      },
+      {
+        "name": "Sharkeisha",
+        "type": "person"
+      },
+      {
+        "name": "Mariah Carey",
+        "type": "person"
+      }
+    ]
+  },
+  {
+    "sentence": "Also , Mercury 's fairly eccentric orbit makes it much easier to detect the perihelion shift than is the case for the nearly circular orbits of Venus and Earth .",
+    "entity_list": [
+      {
+        "name": "Mercury",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Venus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Earth",
+        "type": "astronomical object"
+      }
+    ]
+  },
+  {
+    "sentence": "In 1926 , Mark C Lidwill of the Royal Prince Alfred Hospital of Sydney , supported by physicist Edgar H. Booth of the University of Sydney , devised a portable apparatus which plugged into a lighting point and in which One pole was applied to a skin pad soaked in strong salt solution while the other pole consisted of a needle insulated except at its point , and was plunged into the appropriate cardiac chamber .",
+    "entity_list": [
+      {
+        "name": "Mark C Lidwill",
+        "type": "person"
+      },
+      {
+        "name": "Royal Prince Alfred Hospital",
+        "type": "location"
+      },
+      {
+        "name": "Sydney",
+        "type": "location"
+      },
+      {
+        "name": "Edgar H. Booth",
+        "type": "scientist"
+      },
+      {
+        "name": "University of Sydney",
+        "type": "university"
+      }
+    ]
+  },
+  {
+    "sentence": "Nüsslein-Volhard was educated at the University of Tübingen where she earned a PhD in 1974 for research into Protein-DNA interaction s and the binding of RNA polymerase in Escherichia coli .",
+    "entity_list": [
+      {
+        "name": "Nüsslein-Volhard",
+        "type": "scientist"
+      },
+      {
+        "name": "University of Tübingen",
+        "type": "university"
+      },
+      {
+        "name": "PhD",
+        "type": "else"
+      },
+      {
+        "name": "Protein-DNA interaction",
+        "type": "theory"
+      },
+      {
+        "name": "RNA polymerase",
+        "type": "enzyme"
+      },
+      {
+        "name": "Escherichia coli",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "He died , aged 78 , on August 5 , 2013 , at the University of Maryland Medical Center ' s R Adams Cowley Shock Trauma Center from complications following a fall at his home in Annapolis , MD .",
+    "entity_list": [
+      {
+        "name": "University of Maryland Medical Center",
+        "type": "organization"
+      },
+      {
+        "name": "R Adams Cowley Shock Trauma Center",
+        "type": "organization"
+      },
+      {
+        "name": "Annapolis",
+        "type": "location"
+      },
+      {
+        "name": "MD",
+        "type": "location"
+      }
+    ]
+  },
+  {
+    "sentence": "There were three names on the list : Werner Heisenberg , who received the Nobel Prize in Physics in 1932 , Peter Debye , who would receive the Nobel Prize in Chemistry in 1936 , and Richard Becker - all former students of Sommerfeld .",
+    "entity_list": [
+      {
+        "name": "Werner Heisenberg",
+        "type": "scientist"
+      },
+      {
+        "name": "Nobel Prize in Physics",
+        "type": "award"
+      },
+      {
+        "name": "Peter Debye",
+        "type": "scientist"
+      },
+      {
+        "name": "Nobel Prize in Chemistry",
+        "type": "award"
+      },
+      {
+        "name": "Richard Becker",
+        "type": "scientist"
+      },
+      {
+        "name": "Sommerfeld",
+        "type": "scientist"
+      }
+    ]
+  },
+  {
+    "sentence": "DNA methyltransferase is recruited to the site and adds methyl groups to the cytosine of the CpG dinucleotides .",
+    "entity_list": [
+      {
+        "name": "DNA methyltransferase",
+        "type": "enzyme"
+      },
+      {
+        "name": "methyl groups",
+        "type": "else"
+      },
+      {
+        "name": "cytosine",
+        "type": "chemical compound"
+      },
+      {
+        "name": "CpG dinucleotides",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "He also studies the Kuiper Belt and transitional objects such as 2060 Chiron and 5145 Pholus , as well as the occasional comets as with the recent Deep impact mission that travelled to Comet Tempel 1 , and near-Earth asteroids with the occasional use of the Hubble and Spitzer Space Telescope s .",
+    "entity_list": [
+      {
+        "name": "Kuiper Belt",
+        "type": "astronomical object"
+      },
+      {
+        "name": "2060 Chiron",
+        "type": "astronomical object"
+      },
+      {
+        "name": "5145 Pholus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Deep impact",
+        "type": "else"
+      },
+      {
+        "name": "Comet Tempel 1",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Hubble and",
+        "type": "else"
+      },
+      {
+        "name": "Spitzer Space Telescope",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "The widely used iGluSnFR consists of a circularly permuted Green fluorescent protein fused to a glutamate binding protein ( GluBP ) from a bacterium .",
+    "entity_list": [
+      {
+        "name": "iGluSnFR",
+        "type": "else"
+      },
+      {
+        "name": "Green fluorescent protein",
+        "type": "protein"
+      },
+      {
+        "name": "glutamate binding protein",
+        "type": "protein"
+      },
+      {
+        "name": "GluBP",
+        "type": "protein"
+      }
+    ]
+  },
+  {
+    "sentence": "He was research assistant to Richard Harrison at the Royal London Hospital , then worked with J. D. H. Slater at the Middlesex Hospital from 1973 to 1974 and with A. Grabham at Kettering General Hospital for a year , before being appointed as assistant lecturer and honorary senior house orderly registrar in the School of Pathology at Middlesex Hospital Medical School ( 1975 to 1976 ) .",
+    "entity_list": [
+      {
+        "name": "Richard Harrison",
+        "type": "person"
+      },
+      {
+        "name": "Royal London Hospital",
+        "type": "organization"
+      },
+      {
+        "name": "J. D. H. Slater",
+        "type": "person"
+      },
+      {
+        "name": "Middlesex Hospital",
+        "type": "organization"
+      },
+      {
+        "name": "A. Grabham",
+        "type": "person"
+      },
+      {
+        "name": "Kettering General Hospital",
+        "type": "organization"
+      },
+      {
+        "name": "the School of Pathology at Middlesex Hospital Medical School",
+        "type": "organization"
+      }
+    ]
+  },
+  {
+    "sentence": "In the 20th century , DuPont developed many polymer s such as Vespel , neoprene , nylon , Corian , Polytetrafluoroethylene , Mylar , Kapton , Kevlar , Zemdrain , M5 fiber , Nomex , Tyvek , Sorona , Corfam , and Lycra .",
+    "entity_list": [
+      {
+        "name": "DuPont",
+        "type": "organization"
+      },
+      {
+        "name": "Vespel",
+        "type": "chemical compound"
+      },
+      {
+        "name": "neoprene",
+        "type": "chemical compound"
+      },
+      {
+        "name": "nylon",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Corian",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Polytetrafluoroethylene",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Mylar",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Kapton",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Kevlar",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Zemdrain",
+        "type": "chemical compound"
+      },
+      {
+        "name": "M5 fiber",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Nomex",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Tyvek",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Sorona",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Corfam",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Lycra",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "Under the influence of the new empirical methods propounded by Sir Francis Bacon and others , a group of chemists at Oxford , Robert Boyle , Robert Hooke and John Mayow began to reshape the old alchemical traditions into a scientific discipline .",
+    "entity_list": [
+      {
+        "name": "Francis Bacon",
+        "type": "scientist"
+      },
+      {
+        "name": "Oxford",
+        "type": "university"
+      },
+      {
+        "name": "Robert Boyle",
+        "type": "scientist"
+      },
+      {
+        "name": "Robert Hooke",
+        "type": "scientist"
+      },
+      {
+        "name": "John Mayow",
+        "type": "scientist"
+      }
+    ]
+  },
+  {
+    "sentence": "The Thimble Tickle squid was found aground offshore , alive , on 2 November 1878 , near Little Bay Copper Mine , Thimble Tickle Bay , Notre Dame Bay , Newfoundland Colony .",
+    "entity_list": [
+      {
+        "name": "Thimble Tickle squid",
+        "type": "else"
+      },
+      {
+        "name": "Little Bay Copper Mine",
+        "type": "location"
+      },
+      {
+        "name": "Thimble Tickle Bay",
+        "type": "location"
+      },
+      {
+        "name": "Notre Dame Bay",
+        "type": "location"
+      },
+      {
+        "name": "Newfoundland Colony",
+        "type": "country"
+      }
+    ]
+  },
+  {
+    "sentence": "Spermidine synthase uses putrescine and S-Adenosylmethioninamine ( decarboxylated S-Adenosyl methionine ) to produce spermidine .",
+    "entity_list": [
+      {
+        "name": "Spermidine synthase",
+        "type": "enzyme"
+      },
+      {
+        "name": "putrescine",
+        "type": "chemical compound"
+      },
+      {
+        "name": "S-Adenosylmethioninamine",
+        "type": "chemical compound"
+      },
+      {
+        "name": "decarboxylated",
+        "type": "else"
+      },
+      {
+        "name": "S-Adenosyl methionine",
+        "type": "chemical compound"
+      },
+      {
+        "name": "spermidine",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "Organizations such as Community Forestry International , Cool Earth , The Nature Conservancy , World Wide Fund for Nature , Conservation International , African Conservation Foundation and Greenpeace also focus on preserving forest habitats .",
+    "entity_list": [
+      {
+        "name": "Community Forestry International",
+        "type": "organization"
+      },
+      {
+        "name": "Cool Earth",
+        "type": "organization"
+      },
+      {
+        "name": "The Nature Conservancy",
+        "type": "organization"
+      },
+      {
+        "name": "World Wide Fund for Nature",
+        "type": "organization"
+      },
+      {
+        "name": "Conservation International",
+        "type": "organization"
+      },
+      {
+        "name": "African Conservation Foundation",
+        "type": "organization"
+      },
+      {
+        "name": "Greenpeace",
+        "type": "organization"
+      }
+    ]
+  },
+  {
+    "sentence": "Tyas ' 5 recent consecutive high rankings within the highly coveted DJ Mag Top 100 poll are a result of his dynamic DJ performances at some of the largest clubs and festivals in the world , including Tomorrowland , A State Of Trance , Ultra Music Festival , Electric Daisy Carnival , Electric Zoo , Godskitchen , Gatecrasher , Ministry Of Sound , Beyond Wonderland , Avalon Hollywood , Privilege Ibiza , and many more .",
+    "entity_list": [
+      {
+        "name": "Tyas",
+        "type": "person"
+      },
+      {
+        "name": "Tomorrowland",
+        "type": "event"
+      },
+      {
+        "name": "A State Of Trance",
+        "type": "event"
+      },
+      {
+        "name": "Ultra Music Festival",
+        "type": "event"
+      },
+      {
+        "name": "Electric Daisy Carnival",
+        "type": "event"
+      },
+      {
+        "name": "Electric Zoo",
+        "type": "event"
+      },
+      {
+        "name": "Godskitchen",
+        "type": "organization"
+      },
+      {
+        "name": "Gatecrasher",
+        "type": "event"
+      },
+      {
+        "name": "Ministry Of Sound",
+        "type": "organization"
+      },
+      {
+        "name": "Beyond Wonderland",
+        "type": "event"
+      },
+      {
+        "name": "Avalon Hollywood",
+        "type": "organization"
+      },
+      {
+        "name": "Privilege Ibiza",
+        "type": "organization"
+      }
+    ]
+  },
+  {
+    "sentence": "He has been elected a Fellow of the American Physical Society , the Chinese Academy of Sciences , the Academia Sinica , the Russian Academy of Sciences , and the Royal Society .",
+    "entity_list": [
+      {
+        "name": "Fellow of the American Physical Society",
+        "type": "award"
+      },
+      {
+        "name": "Chinese Academy of Sciences",
+        "type": "organization"
+      },
+      {
+        "name": "Academia Sinica",
+        "type": "organization"
+      },
+      {
+        "name": "Russian Academy of Sciences",
+        "type": "organization"
+      },
+      {
+        "name": "Royal Society",
+        "type": "organization"
+      }
+    ]
+  },
+  {
+    "sentence": "The author of the Dictionary of Minor Planet Names , Lutz D. Schmadel , contacted Italian astronomer Paul G. Comba , who confirmed that this naming was another clear instance of homage to him .",
+    "entity_list": [
+      {
+        "name": "Dictionary of Minor Planet Names",
+        "type": "else"
+      },
+      {
+        "name": "Lutz D. Schmadel",
+        "type": "person"
+      },
+      {
+        "name": "Italian",
+        "type": "else"
+      },
+      {
+        "name": "Paul G. Comba",
+        "type": "scientist"
+      }
+    ]
+  },
+  {
+    "sentence": "Liver function test s may be elevated , particularly involving Gamma-glutamyltransferase and Alkaline phosphatase , with ultrasound and CT scans being considered medical imaging investigations of choice .",
+    "entity_list": [
+      {
+        "name": "Liver function test",
+        "type": "else"
+      },
+      {
+        "name": "Gamma-glutamyltransferase",
+        "type": "protein"
+      },
+      {
+        "name": "Alkaline phosphatase",
+        "type": "enzyme"
+      },
+      {
+        "name": "ultrasound",
+        "type": "else"
+      },
+      {
+        "name": "CT scans",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "Eigen received his Ph.D. at the University of Göttingen in 1951 under supervision of Arnold Eucken .",
+    "entity_list": [
+      {
+        "name": "Eigen",
+        "type": "scientist"
+      },
+      {
+        "name": "University of Göttingen",
+        "type": "university"
+      },
+      {
+        "name": "Arnold Eucken",
+        "type": "scientist"
+      }
+    ]
+  },
+  {
+    "sentence": "In 1831 , Michael Faraday made the seminal observation that time-varying magnetic fields could induce electric currents and then , in 1864 , James Clerk Maxwell published his famous paper A Dynamical Theory of the Electromagnetic Field . Maxwell 1864 5 , page 499 ; also David J. Griffiths ( 1999 ) , Introduction to electrodynamics , third Edition , ed .",
+    "entity_list": [
+      {
+        "name": "Michael Faraday",
+        "type": "scientist"
+      },
+      {
+        "name": "James Clerk Maxwell",
+        "type": "scientist"
+      },
+      {
+        "name": "A Dynamical Theory of the Electromagnetic Field",
+        "type": "else"
+      },
+      {
+        "name": "Maxwell",
+        "type": "scientist"
+      },
+      {
+        "name": "David J. Griffiths",
+        "type": "scientist"
+      },
+      {
+        "name": "electrodynamics",
+        "type": "discipline"
+      }
+    ]
+  },
+  {
+    "sentence": "Still within the same PCR tube , overnight IVT reaction is assembled , including standard IVT buffer , NTPs , T7 RNA polymerase , RNase inhibitor , DMSO , etc .",
+    "entity_list": [
+      {
+        "name": "PCR tube",
+        "type": "else"
+      },
+      {
+        "name": "IVT reaction",
+        "type": "else"
+      },
+      {
+        "name": "IVT buffer",
+        "type": "else"
+      },
+      {
+        "name": "NTPs",
+        "type": "else"
+      },
+      {
+        "name": "T7 RNA polymerase",
+        "type": "enzyme"
+      },
+      {
+        "name": "RNase inhibitor",
+        "type": "protein"
+      },
+      {
+        "name": "DMSO",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "Based on spectroscopy , Saturn is thought to be similar in composition to Jupiter , but the other giant planets Uranus and Neptune have relatively less hydrogen and helium and relatively more ices and are thus now termed ice giant s .",
+    "entity_list": [
+      {
+        "name": "spectroscopy",
+        "type": "discipline"
+      },
+      {
+        "name": "Saturn",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Jupiter",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Uranus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Neptune",
+        "type": "astronomical object"
+      },
+      {
+        "name": "hydrogen",
+        "type": "chemical element"
+      },
+      {
+        "name": "helium",
+        "type": "chemical element"
+      },
+      {
+        "name": "ice giant",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "Julius Tafel discovered that hydroxylamine hydrochloride or sulfate salts can be produced by electrolytic reduction of nitric acid with Hydrochloric acid or Sulfuric acid respectively :",
+    "entity_list": [
+      {
+        "name": "Julius Tafel",
+        "type": "scientist"
+      },
+      {
+        "name": "hydroxylamine hydrochloride",
+        "type": "chemical compound"
+      },
+      {
+        "name": "sulfate salts",
+        "type": "else"
+      },
+      {
+        "name": "nitric acid",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Hydrochloric acid",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Sulfuric acid",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "Lindsay and his wife Rachel translated Hans Kramers book , The Atom and the Bohr Theory of its Structure , in 1923 , Hans Kramers & amp ; Helge Holst , The Atom and the Bohr Theory of its Structure : An Elementary Presentation , Gyldendal , 210pp .",
+    "entity_list": [
+      {
+        "name": "Lindsay",
+        "type": "person"
+      },
+      {
+        "name": "Rachel",
+        "type": "person"
+      },
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+        "name": "Hans Kramers",
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+    "sentence": "In 1969 , Shenton persuaded Ellis Hillman , a University of East London lecturer , to become president of the Flat Earth Society ; but there is little evidence of any activity on his part until after Shenton 's death , when he added most of Shenton 's library to the archives of the Science Fiction Foundation he helped to establish .",
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+    "sentence": "From 1916 to 1921 , he was a lecturer in the physics department of the Rajabazar Science College under University of Calcutta .",
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+    "sentence": "They found seven universally clustered pathways : glycolysis , aminoacyl-tRNA biosynthesis , ATP synthase , DNA polymerase , hexachlorocyclohexane degradation , cyanoamino acid metabolism , and photosynthesis ( Adenosine diphosphate synthesis in non plant species ) .",
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+        "name": "Adenosine diphosphate",
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+    "sentence": "The Nicolaus Copernicus heliocentric theory of the Solar System had received confirmation by the observations of Galileo Galilei and Tycho Brahe and the mathematical investigations of Johannes Kepler and Isaac Newton .",
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+    "sentence": "This increased DctA expression , they found , permitted Citsup + / sup cells to re-uptake Succinic acid , Malic acid , and Fumaric acid released into the medium by the CitT transporter during import of citrate .",
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+        "name": "Fumaric acid",
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+        "name": "CitT",
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+        "name": "citrate",
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+    "sentence": "The observatory made headlines briefly with the announcement on 10 December 1983 of the discovery of an unknown object at first described as possibly as large as the giant planet Jupiter and possibly so close to Earth that it would be part of this solar system .",
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+    "sentence": "This discovery , which earned him the Copley Medal of the Royal Society in 1825 , was followed by another , that a rotating plate of copper tends to communicate its motion to a magnetic needle suspended over it , which he called magnetism of rotation Annales de chimie et de physique ( 1824 ) , vol .",
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+    "sentence": "He was awarded the Copley Medal by the Royal Society in 1850 , and his Solar Tables , compiled with the assistance of Christian Olufsen , appeared in 1854 .",
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+        "name": "Solar Tables",
+        "type": "else"
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+        "name": "Christian Olufsen",
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+    "sentence": "One of the first significant contributions of Maheswari was the discovery of RNA polymerase activity in chloroplasts which he accomplished during his early stint at California Institute of Technology while working with Robert S. Bandurski and their researches revealed the presence of DNA in organelle .",
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+        "name": "Susan Misner",
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+        "name": "Jamnalal Bajaj Institute of Management Studies",
+        "type": "organization"
+      },
+      {
+        "name": "St. Xavier 's College",
+        "type": "university"
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+      {
+        "name": "Government Law College",
+        "type": "university"
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+        "name": "Jai Hind College",
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+      {
+        "name": "Grant Medical College",
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+      {
+        "name": "Sir Jamshedjee Jeejeebhoy Group of Hospitals",
+        "type": "organization"
+      },
+      {
+        "name": "Sydenham Institute of Management Studies",
+        "type": "organization"
+      },
+      {
+        "name": "Research and Entrepreneurship Education",
+        "type": "organization"
+      }
+    ]
+  },
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+    "sentence": "Hewish has Honorary degrees from six universities including Manchester , Exeter and Cambridge , is a Foreign Member of the Belgian Royal Academy and the American Academy of Arts and Sciences and the Indian National Science Academy .",
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+        "name": "Belgian Royal Academy",
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+        "name": "American Academy of Arts and Sciences",
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+      {
+        "name": "Indian National Science Academy",
+        "type": "organization"
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+    ]
+  },
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+    "sentence": "In 1977 , the UK-APC named a series of peaks in Palmer Land , Antarctica the Sverdrup Nunataks after him .",
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+        "name": "Antarctica",
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+      {
+        "name": "Sverdrup Nunataks",
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+    ]
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+        "name": "fellow of the Royal Society",
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+      {
+        "name": "Nobel Prize in Chemistry",
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+    ]
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+    "sentence": "The IERS was established in its present form in 1987 by the International Astronomical Union and the International Union of Geodesy and Geophysics , replacing the earlier International Polar Motion Service ( IPMS ) and the Earth rotation section of the Bureau International de l 'Heure ( BIH ) .",
+    "entity_list": [
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+        "name": "IERS",
+        "type": "organization"
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+        "name": "International Astronomical Union",
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+        "name": "International Union of Geodesy and Geophysics",
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+      {
+        "name": "International Polar Motion Service",
+        "type": "organization"
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+        "name": "IPMS",
+        "type": "organization"
+      },
+      {
+        "name": "Earth rotation section of the Bureau International de l 'Heure",
+        "type": "organization"
+      },
+      {
+        "name": "BIH",
+        "type": "organization"
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+    ]
+  },
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+    "sentence": "196 ( 1976 ) His research articles have appeared in Physical Review , The Astrophysical Journal , Reviews of Modern Physics , Nature , and other journals .",
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+        "name": "Physical Review",
+        "type": "academic journal"
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+      {
+        "name": "Reviews of Modern Physics",
+        "type": "academic journal"
+      },
+      {
+        "name": "Nature",
+        "type": "academic journal"
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+    ]
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+        "name": "keratins",
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+    "sentence": "Two pairs of fathers and sons have won Nobel Prizes in other fields : Hans von Euler-Chelpin ( chemistry , 1929 ) and Ulf von Euler ( medicine , 1970 ) ; and Arthur Kornberg ( medicine , 1969 ) and Roger D. Kornberg ( chemistry , 2006 ) .",
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+        "name": "Nobel Prizes",
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+        "name": "Ulf von Euler",
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+        "name": "Roger D. Kornberg",
+        "type": "scientist"
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+    "sentence": "However , Health Canada , the American Association for the Advancement of Science , the American Medical Association , the National Academies of Sciences , the World Health Organization , and several other scientific and medical institutions from around the world have all concluded that genetically modified foods are safe to eat .",
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+        "name": "American Medical Association",
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+        "name": "National Academies of Sciences",
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+      },
+      {
+        "name": "World Health Organization",
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+    ]
+  },
+  {
+    "sentence": "Alexander Marson is an American Biologist , specializing in genetics , human immunology , and CRISPR genome engineering .",
+    "entity_list": [
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+        "name": "Alexander Marson",
+        "type": "scientist"
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+        "name": "human immunology",
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+        "name": "CRISPR genome engineering",
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+    "sentence": "He represented his country at the 2013 World Championships in Athletics and 2015 World Championships in Athletics without qualifying for the final .",
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+        "name": "2013 World Championships",
+        "type": "event"
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+        "name": "Athletics",
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+      {
+        "name": "2015 World Championships",
+        "type": "event"
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+    ]
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+    "sentence": "In dimension 2 ( i.e. surface s ) , the mapping class group is a finitely presented group generated by Dehn twist s ( Max Dehn , W. B. R. Lickorish , Allen Hatcher ) .",
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+        "name": "Allen Hatcher",
+        "type": "scientist"
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+    "sentence": "Parsons ' obituary listed him as a member of the National Defense Industrial Association , the American Institute of Aeronautics and Astronautics , the American Chemical Society , the American Association for the Advancement of Science .",
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+        "type": "scientist"
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+        "name": "American Institute of Aeronautics and Astronautics",
+        "type": "organization"
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+      {
+        "name": "American Chemical Society",
+        "type": "organization"
+      },
+      {
+        "name": "American Association for the Advancement of Science",
+        "type": "organization"
+      }
+    ]
+  },
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+    "sentence": "He described Bleach 's portrayal as a halfway house between the original version as played by Michael Wisher and the more exuberant ... turn by Terry Molloy .",
+    "entity_list": [
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+        "name": "Michael Wisher",
+        "type": "person"
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+        "name": "Terry Molloy",
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+    ]
+  },
+  {
+    "sentence": "Knowles was heavily influenced by the Motown Sound of the 1960s and 1970s prior to the album 's recording , prompting her to work with several like-minded producers and songwriters such as Jack Splash , CeeLo Green , Mark Ronson , and former Holland-Dozier-Holland member Lamont Dozier .",
+    "entity_list": [
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+        "name": "Knowles",
+        "type": "person"
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+        "name": "Jack Splash",
+        "type": "person"
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+        "name": "CeeLo Green",
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+      {
+        "name": "Mark Ronson",
+        "type": "person"
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+      {
+        "name": "Holland-Dozier-Holland",
+        "type": "organization"
+      },
+      {
+        "name": "Lamont Dozier",
+        "type": "person"
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+    "sentence": "On migrating to the blood stream , nitrogen dioxide poisoning results in an irreversible inhibition of the Acetylcholinesterase which may lead to muscular paralysis , convulsions , bronchoconstriction , the narrowing of the airways in the lungs ( bronchi and bronchioles ) and death by asphyxia tion .",
+    "entity_list": [
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+        "name": "blood stream",
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+        "name": "Acetylcholinesterase",
+        "type": "enzyme"
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+        "name": "muscular paralysis",
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+        "name": "bronchoconstriction",
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+        "type": "scientist"
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+        "name": "Chemical Communications",
+        "type": "academic journal"
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+        "name": "Angewandte Chemie",
+        "type": "academic journal"
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+    "sentence": "Her laboratory has determined the structures of numerous large protein complexes that play critically important roles in immune signaling , including structures of TRAFs , Myddosome and IKK-beta in Toll-like receptor , the Inflammasome , and the synaptic Recombination-activating gene .",
+    "entity_list": [
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+        "name": "Toll-like receptor",
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+        "name": "Inflammasome",
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+        "name": "synaptic Recombination-activating gene",
+        "type": "protein"
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+    "sentence": "On 21 December 2012 , the Cassini-Huygens probe , in orbit around Saturn , observed the planet Venus transiting the Sun .",
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+        "name": "Cassini-Huygens",
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+        "name": "Venus",
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+    "sentence": "During his life , in addition to the Nobel Prize , Hopkins was awarded the Royal Medal of the Royal Society in 1918 , the Cameron Prize for Therapeutics of the University of Edinburgh in 1922 , and the Copley Medal of the Royal Society in 1926 .",
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+        "name": "Nobel Prize",
+        "type": "award"
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+        "name": "Hopkins",
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+        "name": "Royal Medal of the Royal Society",
+        "type": "award"
+      },
+      {
+        "name": "Cameron Prize for Therapeutics of the University of Edinburgh",
+        "type": "award"
+      },
+      {
+        "name": "Copley Medal of the Royal Society",
+        "type": "award"
+      }
+    ]
+  },
+  {
+    "sentence": "She is awakened as a Soldier by the white cat Artemis when she is thirteen years old and instructed that she has a duty to become the beautiful warrior , Sailor V. Artemis explains that Venus and Earth are twin planets of about the same size and weight , that Venus is her mother star , and that she must protect Earth from its enemies .",
+    "entity_list": [
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+        "name": "Artemis",
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+      {
+        "name": "Sailor V. Artemis",
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+        "name": "Venus",
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+        "name": "Earth",
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+    "sentence": "In 1931 , an expedition led by Hubert Wilkins and Lincoln Ellsworth and partly financed by William Randolph Hearst , attempted to reach the North Pole with a leased US Navy submarine named Nautilus .",
+    "entity_list": [
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+        "name": "Hubert Wilkins",
+        "type": "person"
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+        "name": "Lincoln Ellsworth",
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+      {
+        "name": "William Randolph Hearst",
+        "type": "person"
+      },
+      {
+        "name": "North Pole",
+        "type": "location"
+      },
+      {
+        "name": "US Navy submarine named Nautilus",
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+      }
+    ]
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+  {
+    "sentence": "Sagan and his works received numerous awards and honors , including the NASA Distinguished Public Service Medal , the National Academy of Sciences Public Welfare Medal , the Pulitzer Prize for General Non-Fiction for his book The Dragons of Eden , and , regarding Cosmos : A Personal Voyage , two Emmy Award s , the Peabody Award , and the Hugo Award .",
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+        "name": "Sagan",
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+        "name": "NASA Distinguished Public Service Medal",
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+      {
+        "name": "National Academy of Sciences Public Welfare Medal",
+        "type": "award"
+      },
+      {
+        "name": "Pulitzer Prize for General Non-Fiction",
+        "type": "award"
+      },
+      {
+        "name": "The Dragons of Eden",
+        "type": "else"
+      },
+      {
+        "name": "Cosmos : A Personal Voyage",
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+        "name": "Emmy Award",
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+      {
+        "name": "Peabody Award",
+        "type": "award"
+      },
+      {
+        "name": "Hugo Award",
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+    ]
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+    "sentence": "Both Jupiter and Saturn have magnetic fields that are stronger than Earth 's ( Jupiter 's equatorial field strength is 4.3 gauss , compared to 0.3 gauss for Earth ) , and both have extensive radiation belts .",
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+        "name": "Jupiter",
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+        "name": "Earth",
+        "type": "astronomical object"
+      },
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+        "name": "radiation belts",
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+      }
+    ]
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+    "sentence": "Most of metal contribution , copper , lead , and zinc , comes from Hammarbybacken where high levels of arsenic , chromium , phthalates , Polychlorinated biphenyl , and Carbon tetrachloride have also been recorded .",
+    "entity_list": [
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+        "name": "copper",
+        "type": "chemical element"
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+      {
+        "name": "lead",
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+      {
+        "name": "zinc",
+        "type": "chemical element"
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+        "name": "Hammarbybacken",
+        "type": "location"
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+        "name": "arsenic",
+        "type": "chemical element"
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+      {
+        "name": "chromium",
+        "type": "chemical element"
+      },
+      {
+        "name": "phthalates",
+        "type": "chemical element"
+      },
+      {
+        "name": "Polychlorinated biphenyl",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Carbon tetrachloride",
+        "type": "chemical compound"
+      }
+    ]
+  },
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+    "sentence": "Such celebrities as Hermann von Helmholtz , Gustav Kirchhoff , William Thomson ( Lord Kelvin ) , the Siemens brothers , and the Marquis of Salisbury visited the small Norwegian exhibit booth and watched with amazement as a system of pulsating spheres and similar devices appeared to reproduce well-known electric and magnetic phenomena .",
+    "entity_list": [
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+        "name": "Hermann von Helmholtz",
+        "type": "scientist"
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+      {
+        "name": "Gustav Kirchhoff",
+        "type": "scientist"
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+      {
+        "name": "William Thomson",
+        "type": "scientist"
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+      {
+        "name": "Lord Kelvin",
+        "type": "scientist"
+      },
+      {
+        "name": "Siemens brothers",
+        "type": "person"
+      },
+      {
+        "name": "Marquis of Salisbury",
+        "type": "person"
+      },
+      {
+        "name": "Norwegian",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "On October 7 , 2008 , the Royal Swedish Academy of Sciences awarded the 2008 Nobel Prize in Physics to three scientists for their work in subatomic physics symmetry breaking .",
+    "entity_list": [
+      {
+        "name": "Royal Swedish Academy of Sciences",
+        "type": "organization"
+      },
+      {
+        "name": "Nobel Prize in Physics",
+        "type": "award"
+      },
+      {
+        "name": "subatomic physics",
+        "type": "discipline"
+      }
+    ]
+  },
+  {
+    "sentence": "The Hannes Alfvén Prize , awarded annually by the European Physical Society for outstanding contributions in plasma physics , is named after him .",
+    "entity_list": [
+      {
+        "name": "Hannes Alfvén Prize",
+        "type": "award"
+      },
+      {
+        "name": "European Physical Society",
+        "type": "organization"
+      },
+      {
+        "name": "plasma physics",
+        "type": "discipline"
+      }
+    ]
+  },
+  {
+    "sentence": "Since the middle of the 20th century , the region has come to play host to numerous international sports and entertainment festivals , such as the Lisbon & amp ; Estoril Film Festival ( in Estoril ) , the 4 Hours of Estoril endurance race ( in Cascais ) , and NOS Alive music festival ( in Algés ) .",
+    "entity_list": [
+      {
+        "name": "international sports",
+        "type": "else"
+      },
+      {
+        "name": "entertainment festivals",
+        "type": "else"
+      },
+      {
+        "name": "Lisbon & amp ; Estoril Film Festival",
+        "type": "event"
+      },
+      {
+        "name": "Estoril",
+        "type": "location"
+      },
+      {
+        "name": "4 Hours of Estoril endurance race",
+        "type": "event"
+      },
+      {
+        "name": "Cascais",
+        "type": "location"
+      },
+      {
+        "name": "NOS Alive music festival",
+        "type": "event"
+      },
+      {
+        "name": "Algés",
+        "type": "location"
+      }
+    ]
+  },
+  {
+    "sentence": "However , in November 2015 , a group of Chinese scientists used the gene editing technique CRISPR / Cas9 to edit single-celled , non-viable embryos to see the effectiveness of this technique .",
+    "entity_list": [
+      {
+        "name": "Chinese",
+        "type": "else"
+      },
+      {
+        "name": "CRISPR",
+        "type": "else"
+      },
+      {
+        "name": "Cas9",
+        "type": "else"
+      }
+    ]
+  },
+  {
+    "sentence": "For example , Saturn ' s moons Titan and Enceladus and Jupiter ' s moons Europa and Ganymede , all of which are outside the habitable zone , may hold large volumes of liquid water in subsurface ocean s .",
+    "entity_list": [
+      {
+        "name": "Saturn",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Titan",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Enceladus",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Jupiter",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Europa",
+        "type": "astronomical object"
+      },
+      {
+        "name": "Ganymede",
+        "type": "astronomical object"
+      }
+    ]
+  },
+  {
+    "sentence": "The most common trialkyl aluminum reagents for this transformation are Trimethylaluminium , Triethylaluminium , and sometimes Triisobutylaluminium .",
+    "entity_list": [
+      {
+        "name": "trialkyl aluminum",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Trimethylaluminium",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Triethylaluminium",
+        "type": "chemical compound"
+      },
+      {
+        "name": "Triisobutylaluminium",
+        "type": "chemical compound"
+      }
+    ]
+  },
+  {
+    "sentence": "In DNA replication , RNA primers must be inserted along the lagging strand so that DNA polymerase is able to synthesize the strand in the 5 to 3 direction .",
+    "entity_list": [
+      {
+        "name": "DNA replication",
+        "type": "else"
+      },
+      {
+        "name": "RNA primers",
+        "type": "else"
+      },
+      {
+        "name": "DNA polymerase",
+        "type": "enzyme"
+      }
+    ]
+  },
+  {
+    "sentence": "Examples are 5-O-Methylgenistein , 5-O-Methylmyricetin or 5-O-methylquercetin , also known as azaleatin .",
+    "entity_list": [
+      {
+        "name": "5-O-Methylgenistein",
+        "type": "chemical compound"
+      },
+      {
+        "name": "5-O-Methylmyricetin",
+        "type": "chemical compound"
+      },
+      {
+        "name": "5-O-methylquercetin",
+        "type": "chemical compound"
+      },
+      {
+        "name": "azaleatin",
+        "type": "chemical compound"
+      }
+    ]
+  }
+]
\ No newline at end of file