we also provide a IE tool based on ChatGPT, you can see in ChatIE

Note: we set a default openai key in the tool, you can tell us if the key reach the limit.

GPT4IE (GPT for Information Extraction) is a open-source and powerful IE tool demo. Enhanced by GPT3.5 and prompting, it aims to automatically extract structured information from a raw sentence and make a valuable in-depth analysis of the input sentence. Harnessing valuable structured information helps corporations make incisive and business–improving decisions.

We support the following functions:

This task aims to extract triples from plain texts, such as (China, capital, Beijing) , (《如懿传》, 主演しゅえん, 周しゅう迅).

• sentence: a plain text.
• relation type list (rtl)* : ['relation type 1', 'relation type 2', ...]
• subject type list (stl)* : ['subject type 1', 'subject type 2', ...]
• object type list (otl)* : ['object type 1', 'object type 2', ...]

PS: * denote optional, we set default value for them. But for better extraction, you should specify the three list according to application scenarios.

sentence: Bob worked for Google in Beijing, the capital of China.
rtl: ['location-located_in', 'administrative_division-country', 'person-place_lived', 'person-company', 'person-nationality', 'company-founders', 'country-administrative_divisions', 'person-children', 'country-capital', 'deceased_person-place_of_death', 'neighborhood-neighborhood_of', 'person-place_of_birth']
stl: ['organization', 'person', 'location', 'country']
otl: ['person', 'location', 'country', 'organization', 'city']
ouptut:

sentence: 第だい五ご部ぶ：《如懿传》《如懿传》是ぜ一部古装宫廷情感电视剧，由よし汪ひろし俊しゅん执导，周しゅう迅、霍建华、张钧甯、董ただし洁、辛からし芷蕾、童わらわ瑶よう、李り纯、邬君梅うめ等とう主演しゅえん。
rtl: ['所属しょぞく专辑', '成立せいりつ日び期き', '海拔かいばつ', '官かん方かた语言', '占うらない地面じめん积', '父ちち亲', '歌手かしゅ', '制せい片へん人じん', '导演', '首都しゅと', '主演しゅえん', '董ただし事ごと长', '祖そ籍せき', '妻子さいし', '母はは亲', '气候', '面めん积', '主おも角かく', '邮政编码', '简称', '出品しゅっぴん公司こうし', '注ちゅう册さつ资本', '编剧', '创始人じん', '毕业院いん校こう', '国籍こくせき', '专业代だい码', '朝代あさよ', '作者さくしゃ', '作さく词', '所在しょざい城市じょうし', '嘉よしみ宾', '总部地点ちてん', '人口じんこう数量すうりょう', '代言だいげん人じん', '改あらため编自', '校こう长', '丈夫じょうぶ', '主持しゅうもち人じん', '主しゅ题曲', '修おさむ业年限げん', '作曲さっきょく', '号ごう', '上映じょうえい时间', '票ひょう房ぼう', '饰演', '配はい音おん', '获奖'] stl: ['国家こっか', '行政ぎょうせい区く', '文学ぶんがく作品さくひん', '人物じんぶつ', '影かげ视作品さくひん', '学校がっこう', '图书作品さくひん', '地点ちてん', '历史人物じんぶつ', '景けい点てん', '歌曲かきょく', '学科がっか专业', '企くわだて业', '电视综艺', '机つくえ构', '企くわだて业/品しな牌ぱい', '娱乐人物じんぶつ']
otl: ['国家こっか', '人物じんぶつ', 'Text', 'Date', '地点ちてん', '气候', '城市じょうし', '歌曲かきょく', '企くわだて业', 'Number', '音おと乐专辑', '学校がっこう', '作品さくひん', '语言']
ouptut:

This task aims to extract entities from plain texts, such as (LOC, Beijing) , (人物じんぶつ, 周しゅう恩来おんらい).

• sentence: a plain text.
• entity type list (etl)* : ['entity type 1', 'entity type 2', ...]

PS: * denote optional, we set default value for it. But for better extraction, you should specify the list according to application scenarios.

sentence: Bob worked for Google in Beijing, the capital of China.
etl: ['LOC', 'MISC', 'ORG', 'PER']
ouptut:

sentence: 在ざい过去的てき五ご年ねん中ちゅう，致公党こうとう在ざい邓小平こだいら理り论指引下ひきさげ，遵循社会しゃかい主ぬし义初级阶段だん的てき基本きほん路ろ线，努力どりょく实践致公党こうとう十大提出的发挥参政党职能、加か强きょう自身じしん建けん设的基本きほん任にん务。
etl: ['组织机つくえ构', '地点ちてん', '人物じんぶつ']
ouptut:

This task aims to extract event from plain texts, such as {Life-Divorce: {Person: Bob, Time: today, Place: America}} , {竞赛行ぎょう为-晋すすむ级: {时间: 无, 晋すすむ级方: 西北せいほく狼おおかみ, 晋すすむ级赛事ごと: 中ちゅう甲かぶと榜首之の争そう}}.

• sentence: a plain text.
• event type list (etl)* : {'event type 1': ['argument role 1', 'argument role 2', ...], ...}

PS: * denote optional, we set default value for it. But for better extraction, you should specify the list according to application scenarios.

sentence: Yesterday Bob and his wife got divorced in Guangzhou.
etl: {'Personnel:Elect': ['Person', 'Entity', 'Position', 'Time', 'Place'], 'Business:Declare-Bankruptcy': ['Org', 'Time', 'Place'], 'Justice:Arrest-Jail': ['Person', 'Agent', 'Crime', 'Time', 'Place'], 'Life:Divorce': ['Person', 'Time', 'Place'], 'Life:Injure': ['Agent', 'Victim', 'Instrument', 'Time', 'Place']}
ouptut:

sentence: 在ざい2022年ねん卡塔尔世界かい杯はい决赛中ちゅう，阿おもね根ね廷以点てん球だま大だい战险胜法国こく。
etl: {'组织行ぎょう为-罢工': ['时间', '所属しょぞく组织', '罢工人数にんずう', '罢工人じん员'], '竞赛行ぎょう为-晋すすむ级': ['时间', '晋すすむ级方', '晋すすむ级赛事ごと'], '财经/交易こうえき-涨停':['时间', '涨停股また票ひょう'] , '组织关系-解雇かいこ': ['时间', '解雇かいこ方かた', '被ひ解雇かいこ人じん员']}
ouptut:

1. Run npm install to download required dependencies.
2. Run npm run start. GPT4IE should open up in a new browser tab.
3. note: node-version v14.17.4 npm-version 9.6.0
4. you need have an Open-AI key.