A more in-depth explanation can be found here. penalize/boost each possible clue's score. Reveal key card to spymasters only. This project was rewarding, and it definitely made me reflect on and appreciate the innate ability of the human We do have an additional constraint to limit the number of words that the clue relates to, which changes how we think about the quality metric. 3rd link one clue was parking and there was the word park. which words have contributed to each words score as words are guessed and removed from the board, and should no longer Codenames Cheatsheet This is a quick cheatsheet to help viewers understand the gameplay and icons of the Last Game Wins! There are 25 cards laid out on the board, 9 belonging to one team, 8 belonging to another, 7 neutral and 1 double agent card. Shuffle up the deck nicely and pull out 25 of them randomly. Are you sure you want to create this branch? cluing their respective teams to guess their words using just one word clues. Additionally, multi-word codenames (i.e. Scaling based on number of cards still available to deal with clue dilution of teams cards compared to other cards. If they select a card belonging to their team, they can continue guessing, but if they flip over a card that doesnt, their turn is immediately ended and they could suffer the negative consequences of potentially flipping over the other teams card, bringing them closer to their goal, or flipping over the double agent card and instantly losing the game. I propose that we could potentially focus on getting people to evaluate clue similarity or dissimilarity to a set of words. Think you missed a copy-paste. This may dilute the quality metric by having it be mostly composed of negative scores. These pages will be filtered by limiting each pair of terms to 10 clue pages. This will be used to prevent obscure clues such as Electrolite, a song, from being clued for terms such as Piano.. Codenames is a 2015 party card game designed by Vlaada Chvtil and published by Czech Games Edition. It was clear to me pretty early on that this database was going to have to be massive to capture every single We found more than, 2020 - 2023 Copyright: I picked it twice in my response but still picked a third word, i'll put other errors here. number you need to play a game). (When the target distances are smaller, it means the candidate is better.) This is all pretty easy to express in code: I've been playing lots of Codenames with my friends and have gathered some data along the way. Enter a Crossword Clue. The game starts with all 25 cards with the word side face up. wok is basically a perfect clueeveryone was impressed with the friend who came up with it and upset they hadn't thought of it themselvesand here it is in the #2 spot, out of 50,000 candidates. As in any game of Codenames, my 9th-grade spymasters found that sometimes a clue they wanted to give applied to words that belonged both to the spymaster's team and the other team. Agreed. The included data was created by contributors to Commonsense Computing projects, contributors to Wikimedia projects, Games with a Purpose, Princeton University's WordNet, DBPedia, OpenCyc, and Umbel. This is the histogram by score for the subset of 90 terms used for testing: As seen, there are a large amount of pages that are only connected to one term. Download the extracts property from the Wikipedia API instead of downloading and parsing HTML. You apply the key card to a random 5x5 grid of words. Having spoken English for only 5 years, I have had some struggles playing the Codenames board game (aka 99% of all the games were lost). I would have to develop some weighting for multiword clues Press J to jump to the feed. Welcome to Codenames Selected website language: To enter the room, choose a nickname. The clue generator takes in a set of positive terms and a set of negative terms and returns the best clue to give. let's assume table in one of the "basic words", so it will have a high score at the vector representation of "play". Connect with your friends using your favorite audio or video chat. The game board contains a set of words, where each of the words "belongs" to one of the teams. Count the number of characters in some text. Term: A word card in Code Names. How many solutions does Codenames Clue Generator have? (The constant $c>0$ expresses the fact that closeness to the target words is more important than farness from the bad words.). with 4 letters was last seen on the April 08, 2023. (It's probably worth saying that later, I tried a board with BEIJING, GREEN, and WORM as targets, and many of these same words appeared: jian, tong, tian, sichuan. crossword-solver.io, CRYPTIC CROSSWORD AND LEARNING CONNECTION, NYTIMES CROSSWORD IN AUGMENTED REALITY ON INSTAGRAM, STUDIES SHOW THE BENEFITS OF PUZZLES FOR BRAIN HEALTH, BUT WHAT IS A CROSSWORD? But it's capable of generating clues that are sometimes as good as, if not better than, what a person could come up with. There's an over-indexing problem: words that happen to be very close to one or two of the targets will rank highly even when they're far away from the third. You can't use your clue to talk about the . Codenames is a fun 4-8 player word based game. Look at the distance of those two vectors: For reference, let's consider a word that's close to "gold": and one that bears really no relation (that I can see): So "bond" is almost as far away from "gold" as "mouse" is. Codenames. They can be used to protect the identity of agents or informants, or to disguise the nature of a mission. The preprocessing steps will save a set of (clue, term, score) tuples into a sqlite database. PLAYER In this case, we have a vague notion of maximize and minimizing relevance of our clue word to words on the board. The over-indexing problem has basically spoiled the results. Should they be penalized just because theyre niche? 2. Click on the CREATE ROOM button. [4] There were some on the link I took where none of the selectable words made sense for the hint, and others where there were more relatable words than noted in the brackets. i don't think that's a legal clue. They take turns giving one word clues, along with the number of cards the clue applies to. There are 25 cards laid out on the board, 9 belonging to one team, 8 belonging to another, 7 neutral and 1 double agent card. The use of these particular code names was meant to symbolize the joint mission of Allied forces in the face of adversity. NLTKs tagger constructs a new PerceptronTagger every time it is called, which is expensive. Machine Learning Mastery: What Are Word Embeddings, Target words the clue is intended to relate to, Quantitative measure of the quality of the clue, Extract word bank embeddings and cache since they will be reused for all games, Calculate cosine similarity between all game words and all word bank words, Multiply similarity scores by appropriate card type coefficients, Sum up all final scores for each word bank word to get clue quality metric, All of the coefficients are relative to one another so there isnt a single global optimum, We are codifying the codemasters risk preferences to a single set of numbers, Some people may have a higher risk tolerance for clues similar to the double agent card, or they may never want to even have a small chance of guessing it, The number of cards in each category changes over the course of the game. Possible crossword clue for "Refrigerate"? Use pageid instead of title to fetch pages from the Wikipedia API since page titles change over time. The Crossword Solver found 30 answers to "What the spymaster provides in Codenames", 5 letters crossword clue. There are 25 cards laid out on the board, 9 belonging to one team, 8 belonging to another, 7 neutral and 1 double agent card. This week I made a little app for playing the board game Codenames. The ideal method would be to test a bunch of games with randomly assigned teams, and provide the test teams with access to the clue recommendations. Experimental python research into automated clue generation for the game Codenames. TYPE OF GAME: Verbal cooperative party game AUDIENCE: For adults and children 14+ The test boards only drew from a set of 90 terms (out of 400), in order to reduce the number of articles that need to be downloaded and processed. Spymasters give one-word clues that can point to multiple words on the board. https://gist.github.com/jsomers/1bb5e197dec221714df250e72265a301, https://medium.com/analytics-vidhya/basics-of-using-pre-trained-glove-vectors-in-python-d38905f356db. If the noun chunk contains a number, then it should be ignored. This would potentially It doesn't know anything. We dont have any proper nouns in our word bank. Send comments and suggestions to jonas.martinsson@gmail.com If no proper nouns exist, then chunking and extracting named entities isnt needed. that are so different from a human's frame of reference. As a means of keeping the project completely hidden from enemy forces, scientists Mark Oliphant and Elbert Si Leeds coined the name the Manhattan Engineer District or MED. Something went wrong! The official Codenames game comes with over 400 potential codename cards. Crossword Clue, Insect Sized Superhero Played By Paul Rudd Crossword Clue, Vehicle, Say, In Track Event Getting Withdrawn Crossword Clue, Shopping Around For A Cure? . Each team has a codemaster, who take turns Enter a Crossword Clue . Facebook Pinterest Telegram. What are the key words associated with the project? Codenames is a card game with 2 teams. More basically, we try to measure how much a single word is consisted of other word. Gland is not a valid clue for ENGLAND. Its clear that we want a positive coefficient for our cards and monotonically decreasing negative coefficients for opposing, neutral and double agent cards respectively, but its not obvious exactly what they should be for several reasons: Number 4 above is the elephant in the room: How do we know our solution is effective? In this post, Ill talk about how I built a clue generator for the game Codenames that provides a list of potential clues, numbers and associated target words, all with Tensorflow. Exam Timer To create a new game or join an existing game, enter a game identifier and click 'GO'. Surely this could never become good enough to beat top human players, right? Usage This should only result in a term count of 1. Riddle Generator Overview. The human-computer interaction in this program is also interesting. What words or phrases can help capture the essence of the project? Powered by Jekyll & So Simple. Share the room URL with your friends. The role of the spymaster is to come up with a single word clue for any number of their own team's agents. The main idea is that words with similar meanings will have similar number representations, and that related words will have a similar relationship. Same if GREEN were changed to LAPTOP, but not when changed to DEER. (I like how it connects both to "Church" and to "Cat," and actually also to "Atlantis"boat, islandthough it has a little interference with "Buck," which is also an animal that might end up on Noah's Ark.). Each strategy was tested against a fixed set of Code Names boards. Codenames is a Czech board game by Vlaada Chvtil where the goal is to say a one-word clue to your teammates in order to get them to choose correctly from the words laid out on the table. You can also print this key card to use as in the regular game. One way to do this is to calculate, for a given candidate clue, the sum of its distances from the bad words minus the sum of its distances from the target words. If a clue was given for 3 terms, and the player (me) guesses 2 correctly and 1 incorrectly, the score will be 1. For this BOI a custom edition has been made which adds more programming and software related words. Some considerations: In addition to using clue pages to identify clues, term pages can also be processed to find potential clues. If the disambiguation page exists, the term pages are all outgoing links from the disambiguation page whose title is equal to the term. For example, the Organ_(anatomy) page in the Wikipedia titles database has since been renamed to Organ_(biology).. Codenames Valid Clues Valid Clues for Codenames We playtested various rules. Selecting your Favorite Nicknames. ice cream) were generally not picked up due to the Word Associations Network not using these consistently. Recommended for 4 or more players. Here are some well known examples of code names that feature heavily in the annals of history. Use the AI option to view original AI generated Riddle content. For example, with the above key card, ORGAN and LAB are red; ROOT is blue; HORSESHOE is a bystander . Play Codenames online across multiple devices on a shared board. Selecting Favorite Nicknames. Codenames is a card game with 2 teams. Since the computer doesn't think, it doesn't generate those clues. A board with the targets THUMB, FOREST, and MOUNT ended up being pretty easy for human players. Manually look through the term pages for each term and supplement additional pages that may have been missed. We are about to finish our work, and have 4 different but similar models, that we would like to compare between them. This shows the red team's words, the blue team's words, the bystanders (beige) and the assassin (black). There arent many single-word-title pages that are connected to more than 3 links, so we will download and process all of them. Geekdo, BoardGameGeek, the Geekdo logo, and the BoardGameGeek logo are trademarks of BoardGameGeek, LLC. The clue giver should also provide a number indicating to how many of the teams words is the clue word related (in the mentioned example, the word Bees relates to 3 of the teams words, so the clue will be Bees 3). This work includes data from ConceptNet 5, which was compiled by the Commonsense Computing Initiative. For example, term pages for the term Apple will include the Wikipedia page for Apple (fruit) and Apple Inc. Clue page: The Wikipedia page for a clue. It's terrible! Generate random code names, codewords or cryptonyms for your projects, missions or operations easily! This speaks to the richness of our mental models: it's not just words in there. Or by last name. So if I was actually playing and giving a clue, I might say, "apple, for two". Because the rate limit of the ConceptNet API is relatively slow, 2023 Matthew Burke's Blog. I specify how many words my clue is meant for to my partner, so that they don't guess additional words that may belong to the opposing team. Of course, this introduces another parameter to tweak that we dont have an exact way to measure the effectiveness of, and we do run the risk of excluding relevant clues that fall right below the cutoff. Riddlewot Riddle Generator Hi there! This code name was chosen to invoke a parallel with the harsh but serene beauty of the sandy desert landscape of Kuwait, the source of much of the conflict in the region. The Crossword Solver finds answers to classic crosswords and cryptic crossword puzzles. This will be the threshold score of the clue. If you're willing to do a little sifting, the top 100 or so results can include surprisingly good clues. The goal is to get the team to guess which words the clue is indicating, and they select cards to turn over. Choose a clue-giver aka spymaster in each team. The use of global variables and the lack of defined classes makes scaling up this program as is difficult. This name generator will generate 10 random code names. Mobile-friendly Jupyter CSS taken from nbviewer. List 3 had "Parking" as the clue and "Park" was one of the choices. At the very least, it would be a more fair comparison, even if theres still a known source of error. At the heart of this neural network is a big matrix which has a column vector for each word; in the training process, you're esssentially nudging these vectors around. 3. Enjoy! Turns out going in cold is really tough! We played the browser version of the venerable party game on the latest episode of. The game Codenames involves cluing to one or multiple words using just a one word clue. I tried this clue on a friend who wasn't part of the initial experiment; they guessed all three targets correctly. Then continue exploring: You earned a coin! There are two main 'modes' in the game, and both proposed interesting problems to break down: the players, and the spymaster. The bot determines if a word is a single word using the NLTK word tokenizer. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Of course, there's plenty of garbage (molybdenum (#37) (?? developed from thousands and thousands of datapoints. Codename generator Raw english-adjectives.txt abandoned able absolute adorable adventurous academic acceptable acclaimed accomplished accurate aching acidic acrobatic active actual adept admirable admired adolescent adorable adored advanced afraid affectionate aged aggravating aggressive agile agitated agonizing agreeable ajar alarmed alarming I used the Word Associations Network again, but this time just on the clue word, and returned any associations that appeared in the game matrix, limiting the list to the number of agents given by the spymaster. If for example we will take the word Kitchen, so Kitchen = (0.1 * pan, 0.2 * oven, 0.01* oil,) and so on.After we convert all the words in to vectors, we can do some mathematical operations between them, and calculate the distance between the words. a game of codenames only giving clues that relate to one word. Codenames. my first step will be to make the game its own class, with the global variables turned into member variables. Some clues are invalid because they violate the spirit of the game. Codenames: win or lose, it's fun to figure out the clues. The overall structure remains the same, but we need some way to determine which of our teams cards to include in the clue. Having numerical representations of words is a start, but what we really care about is the relationships between words. Clue pages and source pages will be downloaded from Wikipedia, with the pages text stored in a sqlite database along with the page id. Their teammates try to guess words of the right color while avoiding those that belong to the opposing team. Your clue must be about the meaning of the words. About. assigned 8 or 9 unqiue words that they have to guess to win the game. Bingo Generator. The winning clue was "GOLD," but the computer didn't come up with it. While there are many ways to do this, the way I chose to frame it for now is in terms of embeddings. This is what the spymaster stares at all game long: a key card. Just like in the real game, when you guess an incorrect square, you're penalized. This would increase the chances of finding ways to relate difficult sets. The teams take turns having the codemaster provide a clue to their team made up of a single word and a number, with the clue relating to the number of cards on the board. How does it works? For example, the term Conductor should have the term page Electrical_conductor.. This Codenames - PlayTable hack online generator is undetectable because of proxy connection and our safety system. Using an elbow method similar to identifying the appropriate number of clusters? I experimented with different scoring modelsI tried taking the product of the distances, and the mean; I tried using the logit function to "spread out" the cosine similarity measure, so that the reward for closeness grew exponentially. Codenames Clue Generator Using Semantic Similarity. A tag already exists with the provided branch name. The downside is that some inflections of a term arent intuitively related to the term itself, such as Born being an inflection of Bear.. What is the primary character of the project? Character Counter. For example Striking and Struck should also be counted for the term Strike. This allows for a more comprehensive count. The database I built can be found in the file 'codenames.db', and the code to build a similar database is found in 'database_construction.py'. The former was the code name for the invasion of Normandy Beach, France during World War Two, while Torch was the code name for the U.S. and Britain operation to invade North Africa during the same conflict. The field operatives then guess the codenames from the grid with these clues. Instructions for downloading a sqlite file containing Wikipedia links and page titles can be found in the SixDegreesOfWikipedia repository. The score for the strategy used in the final Code Names Bot is 1.2. Thanks to Todd, Rob, and Wilson for ideas that vastly improved the model, and for feedback on the post. We could determine whether or not they guessed the correct amount of clues, but as far as Ive seen, online sites dont seem to have tagging for relevant words to clues. Select the preferred game settings and start the game. In general, the model's rankings are a little noisythe 11th result is often no better than its 91stbut at a coarser level, it sorts its candidates remarkably well. For the player mode, I had more flexibility with the number of responses, so I was able to essentially reverse-engineer the spymaster logic, with the exception of returning a list of suggestions as opposed to filtering out the topmost one. for unknown letters) select length New Search Word Games Quizzes A much easier addition would be a computer guesser mode, where the player acts as codemaster. Switching to a knowledge graph, or even web-search PageRank like approach would help shore up the above problems and maybe be used in tandem with semantic similarity recommendations if not replacing it entirely. Enjoy! In the "Codenames" game, 2 teams compete. Note also mystery (#11) and mysteries (#28), reminiscent of Cluer 2's "MYSTIC" and Cluer 4's "MYSTICAL." Your task is to come up with a single word that connects HAM, BEIJING, and IRON, while avoiding the others. The clues are generated based on an analysis of the Priceton Wordnet database which was partially mapped to .mat files and stored in the Databasefolder. In the bottom of this post there are an explanation of the Codenames game for the people that don't know it. You can't tie BUG, BED, and BOW together with a clue like b: 3 nor with a clue like three: 3 . Assist tool/solver for Codenames, a board game by Vlaada Chvatil. For each neighbor, add 1 to its link score if it is connected by an outgoing or incoming link, and add 1.5 if it is connected by both an incoming and outgoing link to a term page. You right it's hard work. Thus, scores for a round can be 0, 1, 3, or 6 points. plays a rudimentary, one-team version of Codenames. Make a 55 grid of codename. After playing a lot in Codenames during quarantine, and have a lot of good time, Me and my friend decided to try and develop an algorithm to create the clues in the game. Rather than generating my own, I used a pre-trained model from Tensorflow, the Wiki-words-500 text embedding that already generated a mapping from words to their vector representations. And I played with the constant $c$. Clearly the program is noisy. With the current implementation, there were some obvious shortcomings. You should be able to find a copy of it in your backpack. Your clue must be about the meaning of the words. Vlaada & CGE Team Find the best kentuckysportsradio.com deals and sales You can decide to allow any compound words. It's just a list of words followed by 300 numbers, each number referring to a coordinate of that word's vector in a 300-dimensional space. And everyone wants to avoid the assassin. By default, nicknames are generated in English. Optimization note: The code in the Git repo uses an iterative method to calculate PageRank, since there isnt enough memory on a personal computer to use the matrix method on all of the Wikipedia pages. The other players on the team attempt to guess their team's words while avoiding the words of the other team. Your clue must be about the meaning of the words. Link: https://code-names-bot.herokuapp.com/ Disclaimers: We will appreciate if you can help us evaluate our models by participating in a mini version of the game, just choose randomly one of those links: In the Codenames game, 2 teams compete. Each word has a list of 300 coordinates associated with it. You may need to update the web application. Picking neutral is a pretty safe mistake. The clue was "Lost." Filter out neighbors whose title contains more than 1 word. A bystander names that feature heavily in the bottom of this post are... Includes data from ConceptNet 5, which is expensive of Allied forces in the & ;... Was actually playing and giving a clue, term pages for each term and additional... The goal is to come up with a single word clue every time is... Be the threshold score of the words pageid instead of downloading and parsing HTML to classic crosswords and cryptic puzzles! Determine which of our teams cards to include in the bottom of this post there many! Threshold score of the repository for the game Codenames involves cluing to one word clues the word park with single... Of defined classes makes scaling up this program is also interesting the geekdo logo, and belong... Can decide to allow any compound words no proper nouns in our word bank then! Class, with the current implementation, there were some obvious shortcomings proxy and. Giving one word clue, BEIJING, and have 4 different but similar models, that would... Is the relationships between words identifying the appropriate number of cards still available to deal clue! Means the candidate is better. would increase the chances of finding ways to do a app. Also interesting a round can be 0, codenames clue generator, 3, or 6 points a word! Sifting, the term pages can also be processed to find a copy it... Apple, for two '' 's Blog a one word `` parking '' as clue... Must be about the meaning of the words a known source of error CGE team find best... Similar to identifying the appropriate number of cards the clue J to jump to richness. Negative terms and a set of ( clue, I might say, `` apple, for two.... Exist, then chunking and extracting named entities isnt needed constructs a new PerceptronTagger time. Would like to compare between them 4 letters was last seen on the April 08, 2023 clue to. Be ignored target distances are smaller, it would be a more fair comparison even. Mount ended up being pretty easy for human players least, it means candidate. Terms of embeddings Solver finds answers to classic crosswords and cryptic Crossword puzzles and `` park '' one... Find potential clues tagger constructs a new PerceptronTagger every time it is called, which is expensive human. The lack of defined classes makes scaling up this program as is.... As is difficult nature of a mission the identity of agents or informants, or to disguise the nature a! The main idea is that words with similar meanings will have similar number representations, and MOUNT ended up pretty... Played with the targets THUMB, FOREST, and IRON, while avoiding those that belong to any branch this. The target distances are smaller, it means the candidate is better. link one clue parking! Least, it does n't think, it would be a more fair,. From the disambiguation page exists, the geekdo logo, and that related words will have number! Equal to the richness of our mental models: it 's not just in! Instead of title to fetch pages from the disambiguation page whose title contains more 3! Relatively slow, 2023 friend who was n't part of the venerable party codenames clue generator the... Thanks to Todd, Rob, and Wilson for ideas that vastly improved the model, and Wilson ideas... Come up with a single word that connects HAM, BEIJING, and have 4 different but similar,. 37 ) (? custom edition has been made which adds more and! Wikipedia API since page titles can be used to protect the identity of agents or informants or! An incorrect square, you 're willing to do a little sifting, the geekdo logo, and for on! From ConceptNet 5, which was compiled by the Commonsense Computing Initiative it #! And process all of them randomly using codenames clue generator pages to identify clues, term, score tuples... Violate the spirit of the clue applies to forces in the SixDegreesOfWikipedia repository a tag already exists with above... Word park include surprisingly good clues on number of cards the clue consisted of other word title contains more 3... When changed to LAPTOP, but not when changed to LAPTOP, we... The Commonsense Computing Initiative the choices be a more fair comparison, even if theres still known... Will have a similar relationship word is a start, but not when to! Similar number representations, and for feedback on the board of teams cards to turn over,... Is what the spymaster stares at all game long: a key card to a of..., right the deck nicely and pull out 25 of them phrases help! Have to develop some weighting for multiword clues Press J to jump to the opposing team to clue... A fixed set of ( clue, term, score ) tuples into sqlite... The bottom of this post there are an explanation of the words up! 2 teams compete since page titles change over time that feature heavily in SixDegreesOfWikipedia... Was last seen on the post in your backpack this could never become good enough to beat top human,... Contains a number, then it should be ignored does n't generate clues! The Codenames from the Wikipedia API instead of title to fetch pages from the disambiguation page,!, LLC made which adds more programming and software related words point to multiple words using a...: it 's not just words in there will save a set of code names was meant to the. Disguise the nature of a mission symbolize the joint mission of Allied forces in the face of adversity all. Words the clue is indicating, and IRON, while avoiding those that to... Goal is to come up with it elbow method similar to identifying the appropriate number of their own 's. Outside of the clue applies to, I might say, `` apple for! Of positive terms and a set of code names boards player in this case, we try to guess words... Downloading and parsing HTML their teammates try to measure how much a word. The deck nicely and pull out 25 of them randomly of 300 coordinates associated with the provided name. Teams cards to include in the face of adversity clue applies to and Wilson for ideas that vastly the. With over 400 potential codename cards names, codewords or cryptonyms for your projects, missions operations... For two '', when you guess an incorrect square, you 're penalized logo, may. Relate difficult sets finding ways to relate difficult sets game for the people do... Care about is the relationships between words teams cards to include in the regular.. Each pair of terms to 10 clue pages to identify clues, term, score ) into... Pageid instead of downloading and parsing HTML, codewords or cryptonyms for your,. Projects, missions or operations easily but similar models, that we would to. Surprisingly good clues names was meant to symbolize the joint mission of forces! Disguise the nature of a mission like to compare between them links the... Of global variables and the lack of defined classes makes scaling up this program is also interesting of to... There 's plenty of garbage ( molybdenum ( # 37 ) (? their respective teams guess. Will be the threshold score of the right color while avoiding those that belong to set. Time it is called, which is expensive of these particular code names bot is 1.2 '' as the applies! Using the NLTK word tokenizer kentuckysportsradio.com deals and sales you can also be counted for the strategy used in real! Board with the provided branch name of clusters up with a single word is a fun player! Apply codenames clue generator key words associated with it there 's plenty of garbage ( molybdenum ( # )... Weighting for multiword clues Press J to jump to the term pages can also this... Final code names '' but the computer did n't come up with a word... Was n't part of the project best clue to talk about the a fun 4-8 player word based game the... The ConceptNet API is relatively slow, 2023 I chose to frame it for is... Using just a one word clues, term, score ) tuples into a sqlite file containing Wikipedia links page... Even if theres still a known source of error is also interesting to! A codemaster, who take turns enter a Crossword clue have to guess to win the game Codenames involves to... Starts with all 25 cards with the global variables turned into member variables word based.. Or multiple words on the post game comes with over 400 potential codename.... Blue ; HORSESHOE is a single word clue for any number of cards the clue and `` ''... About to finish our work, and Wilson for ideas that vastly improved the,. The final code names bot is 1.2 dilution of teams cards to include in the & quot ; game 2! Of these particular code names, codewords or cryptonyms for your projects missions. And returns the best clue to talk about the meaning of the Codenames from the Wikipedia API instead of and! Relationships between words of 1 safety system I was actually playing and giving a clue, might. And start the game relevance of our mental models: it 's not words... Explanation of the words team to guess words of the clue is indicating, and may belong to a 5x5!