pwcGraphRAG / cache /entity_extraction /chat-3f1658fc95a55253c117da35f7917b29
cordwainersmith
Add project files and Docker setup
c917d47
{"result": "(\"entity\"<|>BAGS<|>Baggage Type<|>Bags are items used to carry personal belongings during travel, with specific weight limits imposed by airlines.)\n##\n(\"entity\"<|>16 KG<|>Weight<|>16 kg is the maximum weight allowed for one bag as per airline policy.)\n##\n(\"entity\"<|>20 KG<|>Weight<|>20 kg is the combined maximum weight limit for all bags as per airline policy.)\n##\n(\"entity\"<|>CARRY-ON BAGS<|>Baggage Type<|>Carry-on bags are personal items that passengers can take on board the aircraft, subject to weight and size restrictions.)\n##\n(\"entity\"<|>MEDICATIONS<|>Valuable Item<|>Medications are essential items that passengers are advised to keep accessible during flights.)\n##\n(\"entity\"<|>PASSPORTS<|>Valuable Item<|>Passports are required documents for international travel and should be easily accessible during flights.)\n##\n(\"entity\"<|>VALUABLES<|>Valuable Item<|>Valuables refer to personal items of significant worth that should be kept accessible during flights.)\n##\n(\"entity\"<|>ELECTRONIC DEVICES<|>Valuable Item<|>Electronic devices are items such as phones and laptops that passengers are advised to keep accessible during flights.)\n##\n(\"relationship\"<|>BAGS<|>16 KG<|>The weight limit for one bag is set at 16 kg as per airline policy<|>8)\n##\n(\"relationship\"<|>BAGS<|>20 KG<|>The combined weight limit for all bags is set at 20 kg as per airline policy<|>8)\n##\n(\"relationship\"<|>CARRY-ON BAGS<|>BAGS<|>Carry-on bags are a type of baggage that passengers can take on board<|>9)\n##\n(\"relationship\"<|>MEDICATIONS<|>CARRY-ON BAGS<|>Medications should be kept in carry-on bags for easy access during the flight<|>7)\n##\n(\"relationship\"<|>PASSPORTS<|>CARRY-ON BAGS<|>Passports should be kept in carry-on bags for easy access during the flight<|>7)\n##\n(\"relationship\"<|>VALUABLES<|>CARRY-ON BAGS<|>Valuables should be kept in carry-on bags for easy access during the flight<|>7)\n##\n(\"relationship\"<|>ELECTRONIC DEVICES<|>CARRY-ON BAGS<|>Electronic devices should be kept in carry-on bags for easy access during the flight<|>7)\n<|COMPLETE|>", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n \n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [Baggage Type,Dimension,Linear Dimension,Weight,Material Type,Wheel Configuration,Measurement Unit,Size Category,Weight Category,Airline,Alliance,Airport,Route Type,Travel Class,Cabin Section,Aircraft Type,Restriction,Exemption,Policy,Fee Structure,Currency,Allowance,Special Item,Prohibited Item,Restricted Item,Dangerous Good,Fragile Item,Valuable Item,Required Document,Label Type,Tag Category,Service Type,Handler Role,Service Location,Time Period,Passenger Type,Membership Level,Group Category]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><entity_name><|><entity_type><|><entity_description>)\n \n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><source_entity><|><target_entity><|><relationship_description><|><relationship_strength>)\n \n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n \n4. When finished, output <|COMPLETE|>\n \n######################\n-Examples-\n######################\nExample 1:\nEntity_types: ORGANIZATION,PERSON\nText:\nThe Verdantis's Central Institution is scheduled to meet on Monday and Thursday, with the institution planning to release its latest policy decision on Thursday at 1:30 p.m. PDT, followed by a press conference where Central Institution Chair Martin Smith will take questions. Investors expect the Market Strategy Committee to hold its benchmark interest rate steady in a range of 3.5%-3.75%.\n######################\nOutput:\n(\"entity\"<|>CENTRAL INSTITUTION<|>ORGANIZATION<|>The Central Institution is the Federal Reserve of Verdantis, which is setting interest rates on Monday and Thursday)\n##\n(\"entity\"<|>MARTIN SMITH<|>PERSON<|>Martin Smith is the chair of the Central Institution)\n##\n(\"entity\"<|>MARKET STRATEGY COMMITTEE<|>ORGANIZATION<|>The Central Institution committee makes key decisions about interest rates and the growth of Verdantis's money supply)\n##\n(\"relationship\"<|>MARTIN SMITH<|>CENTRAL INSTITUTION<|>Martin Smith is the Chair of the Central Institution and will answer questions at a press conference<|>9)\n<|COMPLETE|>\n\n######################\nExample 2:\nEntity_types: ORGANIZATION\nText:\nTechGlobal's (TG) stock skyrocketed in its opening day on the Global Exchange Thursday. But IPO experts warn that the semiconductor corporation's debut on the public markets isn't indicative of how other newly listed companies may perform.\n\nTechGlobal, a formerly public company, was taken private by Vision Holdings in 2014. The well-established chip designer says it powers 85% of premium smartphones.\n######################\nOutput:\n(\"entity\"<|>TECHGLOBAL<|>ORGANIZATION<|>TechGlobal is a stock now listed on the Global Exchange which powers 85% of premium smartphones)\n##\n(\"entity\"<|>VISION HOLDINGS<|>ORGANIZATION<|>Vision Holdings is a firm that previously owned TechGlobal)\n##\n(\"relationship\"<|>TECHGLOBAL<|>VISION HOLDINGS<|>Vision Holdings formerly owned TechGlobal from 2014 until present<|>5)\n<|COMPLETE|>\n\n######################\nExample 3:\nEntity_types: ORGANIZATION,GEO,PERSON\nText:\nFive Aurelians jailed for 8 years in Firuzabad and widely regarded as hostages are on their way home to Aurelia.\n\nThe swap orchestrated by Quintara was finalized when $8bn of Firuzi funds were transferred to financial institutions in Krohaara, the capital of Quintara.\n\nThe exchange initiated in Firuzabad's capital, Tiruzia, led to the four men and one woman, who are also Firuzi nationals, boarding a chartered flight to Krohaara.\n\nThey were welcomed by senior Aurelian officials and are now on their way to Aurelia's capital, Cashion.\n\nThe Aurelians include 39-year-old businessman Samuel Namara, who has been held in Tiruzia's Alhamia Prison, as well as journalist Durke Bataglani, 59, and environmentalist Meggie Tazbah, 53, who also holds Bratinas nationality.\n######################\nOutput:\n(\"entity\"<|>FIRUZABAD<|>GEO<|>Firuzabad held Aurelians as hostages)\n##\n(\"entity\"<|>AURELIA<|>GEO<|>Country seeking to release hostages)\n##\n(\"entity\"<|>QUINTARA<|>GEO<|>Country that negotiated a swap of money in exchange for hostages)\n##\n##\n(\"entity\"<|>TIRUZIA<|>GEO<|>Capital of Firuzabad where the Aurelians were being held)\n##\n(\"entity\"<|>KROHAARA<|>GEO<|>Capital city in Quintara)\n##\n(\"entity\"<|>CASHION<|>GEO<|>Capital city in Aurelia)\n##\n(\"entity\"<|>SAMUEL NAMARA<|>PERSON<|>Aurelian who spent time in Tiruzia's Alhamia Prison)\n##\n(\"entity\"<|>ALHAMIA PRISON<|>GEO<|>Prison in Tiruzia)\n##\n(\"entity\"<|>DURKE BATAGLANI<|>PERSON<|>Aurelian journalist who was held hostage)\n##\n(\"entity\"<|>MEGGIE TAZBAH<|>PERSON<|>Bratinas national and environmentalist who was held hostage)\n##\n(\"relationship\"<|>FIRUZABAD<|>AURELIA<|>Firuzabad negotiated a hostage exchange with Aurelia<|>2)\n##\n(\"relationship\"<|>QUINTARA<|>AURELIA<|>Quintara brokered the hostage exchange between Firuzabad and Aurelia<|>2)\n##\n(\"relationship\"<|>QUINTARA<|>FIRUZABAD<|>Quintara brokered the hostage exchange between Firuzabad and Aurelia<|>2)\n##\n(\"relationship\"<|>SAMUEL NAMARA<|>ALHAMIA PRISON<|>Samuel Namara was a prisoner at Alhamia prison<|>8)\n##\n(\"relationship\"<|>SAMUEL NAMARA<|>MEGGIE TAZBAH<|>Samuel Namara and Meggie Tazbah were exchanged in the same hostage release<|>2)\n##\n(\"relationship\"<|>SAMUEL NAMARA<|>DURKE BATAGLANI<|>Samuel Namara and Durke Bataglani were exchanged in the same hostage release<|>2)\n##\n(\"relationship\"<|>MEGGIE TAZBAH<|>DURKE BATAGLANI<|>Meggie Tazbah and Durke Bataglani were exchanged in the same hostage release<|>2)\n##\n(\"relationship\"<|>SAMUEL NAMARA<|>FIRUZABAD<|>Samuel Namara was a hostage in Firuzabad<|>2)\n##\n(\"relationship\"<|>MEGGIE TAZBAH<|>FIRUZABAD<|>Meggie Tazbah was a hostage in Firuzabad<|>2)\n##\n(\"relationship\"<|>DURKE BATAGLANI<|>FIRUZABAD<|>Durke Bataglani was a hostage in Firuzabad<|>2)\n<|COMPLETE|>\n\n######################\n-Real Data-\n######################\nEntity_types: Baggage Type,Dimension,Linear Dimension,Weight,Material Type,Wheel Configuration,Measurement Unit,Size Category,Weight Category,Airline,Alliance,Airport,Route Type,Travel Class,Cabin Section,Aircraft Type,Restriction,Exemption,Policy,Fee Structure,Currency,Allowance,Special Item,Prohibited Item,Restricted Item,Dangerous Good,Fragile Item,Valuable Item,Required Document,Label Type,Tag Category,Service Type,Handler Role,Service Location,Time Period,Passenger Type,Membership Level,Group Category\nText: bags, maximum 16 kg for one bag, with a combined weight not exceeding 20 kg.\nPlease note:\nIf no free space is available, carry-on bags will be checked to the plane's belly at no charge. We recommend removing medications, passports, valuables, and electronic devices from carry-on bags for easy access during the flight.\n######################\nOutput:", "parameters": {"model": "gpt-4o-mini", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": 1}, "history": null}