pwcGraphRAG / cache /entity_extraction /chat-c20cd81bbe3d597534b6ed123c68db4e
cordwainersmith
Add project files and Docker setup
c917d47
{"result": "(\"entity\"<|>BATTERIES<|>DANGEROUS GOOD<|>Batteries are classified as dangerous goods and may require special handling when taken aboard an aircraft.)\n##\n(\"entity\"<|>LAPTOP<|>DANGEROUS GOOD<|>Laptops may contain batteries that are classified as dangerous goods and must be handled according to airline regulations.)\n##\n(\"entity\"<|>MEDICAL EQUIPMENT<|>DANGEROUS GOOD<|>Medical equipment may include batteries and other components that are classified as dangerous goods.)\n##\n(\"entity\"<|>COMPRESSED GASES<|>PROHIBITED ITEM<|>Compressed gases such as butane and oxygen are forbidden on aircraft due to their dangerous nature.)\n##\n(\"entity\"<|>CORROSIVES<|>PROHIBITED ITEM<|>Corrosive substances like acids and wet cell batteries are prohibited on aircraft.)\n##\n(\"entity\"<|>EXPLOSIVES<|>PROHIBITED ITEM<|>Explosives, other than light ammunition, are prohibited on aircraft.)\n##\n(\"entity\"<|>FLAMMABLE LIQUIDS<|>PROHIBITED ITEM<|>Flammable liquids and solids are prohibited on aircraft due to safety concerns.)\n##\n(\"entity\"<|>RADIOACTIVE MATERIALS<|>PROHIBITED ITEM<|>Radioactive materials are prohibited on aircraft for safety reasons.)\n##\n(\"entity\"<|>HIGH-STRENGTH MAGNETIC MATERIALS<|>PROHIBITED ITEM<|>High-strength magnetic materials are prohibited on aircraft as they can harm people or the environment.)\n##\n(\"entity\"<|>SPARE BATTERIES<|>ALLOWANCE<|>Spare batteries must be protected from damage and short circuit when taken aboard an aircraft.)\n##\n(\"entity\"<|>DRY CELL ALKALINE BATTERIES<|>ALLOWANCE<|>Dry cell alkaline batteries such as AA, AAA, C, D, and 9-volt batteries are allowed in carry-on baggage.)\n##\n(\"entity\"<|>LITHIUM-ION BATTERIES<|>ALLOWANCE<|>Lithium-ion batteries, including consumer-grade types, are allowed aboard aircraft with specific watt-hour limits.)\n##\n(\"entity\"<|>PORTABLE CHARGERS<|>ALLOWANCE<|>Portable chargers are considered batteries and may be taken aboard aircraft under certain conditions.)\n##\n(\"relationship\"<|>BATTERIES<|>LAPTOP<|>Laptops contain batteries that are classified as dangerous goods and must be handled accordingly<|>8)\n##\n(\"relationship\"<|>BATTERIES<|>MEDICAL EQUIPMENT<|>Medical equipment may include batteries that are classified as dangerous goods<|>8)\n##\n(\"relationship\"<|>COMPRESSED GASES<|>FLAMMABLE LIQUIDS<|>Both compressed gases and flammable liquids are classified as prohibited items on aircraft<|>7)\n##\n(\"relationship\"<|>CORROSIVES<|>FLAMMABLE LIQUIDS<|>Both corrosives and flammable liquids are classified as prohibited items on aircraft<|>7)\n##\n(\"relationship\"<|>EXPLOSIVES<|>FLAMMABLE LIQUIDS<|>Both explosives and flammable liquids are classified as prohibited items on aircraft<|>7)\n##\n(\"relationship\"<|>RADIOACTIVE MATERIALS<|>FLAMMABLE LIQUIDS<|>Both radioactive materials and flammable liquids are classified as prohibited items on aircraft<|>7)\n##\n(\"relationship\"<|>HIGH-STRENGTH MAGNETIC MATERIALS<|>FLAMMABLE LIQUIDS<|>Both high-strength magnetic materials and flammable liquids are classified as prohibited items on aircraft<|>7)\n##\n(\"relationship\"<|>SPARE BATTERIES<|>LITHIUM-ION BATTERIES<|>Spare batteries include lithium-ion batteries which are allowed aboard aircraft under specific conditions<|>6)\n##\n(\"relationship\"<|>DRY CELL ALKALINE BATTERIES<|>LITHIUM-ION BATTERIES<|>Both dry cell alkaline batteries and lithium-ion batteries are allowed in carry-on baggage<|>6)\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: Information on batteries and dangerous substances\nWhether its batteries, a laptop, or even medical equipment, before boarding a flight it is important to know that there are certain articles and substances that are classified as dangerous, so taking them on your flight may require advance preparation or you may not even be able to take them with you at all.\n\nSubstances and articles forbidden on the aircraft:\n Compressed gases (deeply refrigerated, flammable, non-flammable and poisonous) such as butane and oxygen, aqualung cylinders, and compressed gas cylinders.\n Corrosives, such as acids, alkalis, wet cell batteries, and items containing mercury.\n Explosives other than light ammunition.\n Flammable liquids and solids.\n Radioactive materials.\n Briefcases with installed alarm devices.\n Oxidizing materials (hydrogen peroxide, bleaching powders, etc.).\n Poisons and infectious substances, such as insecticides, herbicides, and live virus materials.\n Items such as high-strength magnetic materials, materials that can harm people or the environment.\n\n\n\nFrequently asked questions about batteries:\nWhat kinds of batteries may be taken aboard in carry-on baggage (in the aircraft cabin)?\nMost types of batteries that are commonly used by consumers may be taken on board, as well as battery-powered electronic devices for personal use.\nSpare batteries should be protected from damage and short circuit. Battery-powered devices must be protected from accidental operation and heat generation.\n\nBatteries allowed aboard the aircraft in carry-on baggage:\nDry cell alkaline batteries; typical batteries such as AA, AAA, C, D, 9-volt batteries, button batteries, etc.\nDry cell rechargeable batteries such as nickel-metal hydride (NiMH) and nickel-cadmium batteries (NiCad).\nLithium-ion batteries (a.k.a.: rechargeable lithium, lithium polymer, LIPO, or secondary lithium batteries). All types of consumer-grade lithium-ion batteries may be carried aboard the aircraft (up to 100 watt-hours [Wh] per battery). This battery size includes AA and AAA batteries, as well as batteries in cellphones, PDAs, cameras, camcorders, electronic games, tablets, portable drills, and laptops. The watt-hours (Wh) rating is marked on newer lithium-ion batteries and is explained in question 3 below. Portable chargers are also considered batteries.\nTwo larger lithium-ion batteries (100-160 watt-hours per battery) may also be taken aboard the aircraft in your carry-on.\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}