Datasets:

geodesic-research
/

vea-if-constraint-class

id int64 1 29.8k	prompt stringlengths 155 2.79k	if_ground_truth stringlengths 69 98	key stringlengths 35 35	original_dataset stringclasses 1 value	rank_random int64 1 8.92k	cell_n_constraints int64 1 1	instruction_ids listlengths 1 1
1	user: You are a bioinformatics scholar specializing in applying machine learning to decrypt complex gene data. You are currently working on a dataset consisting of gene expression levels across various samples. Each gene expression level is represented as a continuous variable. 1. **Principal Component Analysis (PCA) ...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'surprise'}]}]	personahub_ccal1cyduoo40a2jxb2roiqw	personahub	3,060	1	[ "first_word:first_word_sent" ]
6	user: Provide a brief analysis of the key performance indicators (KPIs) for content distribution channels used in the past year. Focus on engagement metrics such as click-through rates and user interaction times. Ensure your response is concise, not exceeding 150 words. Your entire response should be in English, and in...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_q1sxpccploczw0wojqe5bpdo	personahub	2,146	1	[ "change_case:english_capital" ]
7	user: As a die-hard Washington Wizards fan, you decide to conduct a statistical analysis on the team's performance over a recent season. The Wizards played a total of 82 games. You are particularly interested in two metrics: the average points scored per game and the variance of the points scored per game. 1. During t...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'paper'}]}]	personahub_gz9sssikii9ahfht8vj29ujo	personahub	2,908	1	[ "first_word:first_word_sent" ]
8	user: A linguist who specializes in Romance languages and has a keen interest in Hellenic studies is analyzing the evolution of vocabulary across these language families. The linguist is particularly interested in the rate of vocabulary borrowing between Latin (a Romance language) and Ancient Greek (a Hellenic language...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_42hmjwnhi98dd7ngq5l80n5j	personahub	202	1	[ "change_case:english_capital" ]
14	user: Consider a busy working professional who can allocate exactly $ T $ minutes per day for workouts. They have identified two types of exercises: high-intensity interval training (HIIT) and yoga. The HIIT routine burns $ H $ calories per minute, and the yoga routine burns $ Y $ calories per minute. However, du...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'joke'}]}]	personahub_809fxicx0ni1gp7dasl1idwt	personahub	5,140	1	[ "last_word:last_word_sent" ]
15	user: Raj, a passionate railroad enthusiast from North India, has been meticulously tracking the schedules of various trains operating in the region. He is particularly interested in the Rajdhani Express, which travels between New Delhi and Howrah Junction, a distance of approximately 1,452 kilometers. Raj logs the tim...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_53vsgt241dniu0wzrjnhfrsl	personahub	2,844	1	[ "detectable_format:square_brackets" ]
24	user: An up-and-coming game developer, inspired by Johann Pirker's work, is designing a new immersive virtual reality game. The game features a complex physics engine where players can manipulate objects in a 3D space with realistic motion and interactions. 1. To create a realistic simulation of projectile motion, the...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_78tbuqw785lng84xxs7e77uh	personahub	2,886	1	[ "detectable_format:square_brackets" ]
26	user: Suggest two names for a new fusion restaurant I am planning to open in Tokyo, featuring a mix of traditional Bangladeshi and Japanese cuisines. Do not use any commas in your suggestions. Provide exactly two names as a bulleted list, like * [suggestion 1] * [suggestion 2] In your entire response, refrain from ...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_qrityj3xwx0xkb8du389aewj	personahub	539	1	[ "punctuation:punctuation_dot" ]
31	user: Anna, a Swedish citizen, works for a non-profit organization dedicated to social justice. She is currently analyzing the impact of their recent project aimed at reducing income inequality in a region with a population of 1,000,000 people. The Gini coefficient, which measures income inequality, was initially 0.45 ...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_c7xu74zt5sqblkoo4ietrwee	personahub	7,189	1	[ "punctuation:punctuation_dot" ]
32	user: Write a python function to convert a string representing a book title into a specific format that I want to use for my book club's records. The function should take a single string as input, which is the book title, and return a formatted string. The formatting rules are as follows: 1. The first letter of each w...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_f7gqeb04fe40gsjud8k7pusw	personahub	6,125	1	[ "change_case:english_capital" ]
34	user: Write a python function to calculate the stoichiometric coefficients of a balanced chemical reaction given as a string. The input string represents a chemical equation with reactants and products separated by '->'. Each compound in the reaction is separated by a '+'. Your function should parse the input string an...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 3}]}]	personahub_3039qrocjd5qoju7czy1dq35	personahub	3,280	1	[ "count:lowercase_counting" ]
37	user: As a startup founder advocating for disruptive approaches to drug development, you are investigating a new algorithmic approach to optimize the synthesis of a new drug compound. The synthesis involves a series of chemical reactions, each with a certain probability of success and cost associated with it. 1. The ...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_9ibhg71i76sxtm65vxl0xxtu	personahub	4,932	1	[ "detectable_format:square_brackets" ]
50	user: A supportive grandparent, who once had a secret past as a jazz drummer, wants to pass on the rhythm and timing of jazz to their grandchild through a unique mathematical challenge. 1. The grandparent explains that a typical jazz piece consists of complex rhythmic patterns that can be modeled using a combination o...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_hhbeqp31qhfvpeimxfr8f12r	personahub	5,586	1	[ "change_case:english_capital" ]
52	user: A podcast host is setting up their studio and is comparing various microphones and audio interfaces to ensure optimal sound quality. They have shortlisted 3 microphones (M1, M2, M3) and 2 audio interfaces (A1, A2). Each microphone has a different frequency response curve and sensitivity, while each audio interfac...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'failure'}]}]	personahub_jo5il4x68za42uem2vltobv5	personahub	3,236	1	[ "first_word:first_word_sent" ]
54	user: As an empathetic sociology major, you are analyzing the impact of a new public policy aimed at reducing the number of single-parent households over time. You have collected data and modeled the situation using a system of differential equations that represent the dynamics of the population. 1. Let $ P(t) $ rep...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_eg3jytg9gnc3s6nm8bnqci6n	personahub	5,058	1	[ "count:lowercase_counting" ]
57	user: As a football coach in Northamptonshire, you are planning an intense training session that involves a combination of drills on the field and theoretical strategy discussions. You aim to optimize the time spent on each activity to maximize players' performance improvements. 1. Optimization Problem: You have a...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'brief'}]}]	personahub_ithumph820d62n4t1djghtjm	personahub	161	1	[ "first_word:first_word_sent" ]
59	user: Write a python function to determine the most frequently occurring word in a given list of strings, ignoring case. The function should take a list of strings as input and return the word that appears most frequently. If there is a tie, return the word that comes first alphabetically. Assume the list is non-empty ...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_2nwzd2wy6epcaij9kpkuvry7	personahub	5,135	1	[ "detectable_format:bigram_wrapping" ]
68	user: A blog owner needs to maintain a consistent publishing schedule and relies on a ghostwriter who can write articles at a variable rate depending on the complexity and research required. The ghostwriter's efficiency can be modeled by the function $ E(x) = \frac{a}{b + cx^2} $, where $ x $ is the number of artic...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_wds2jv9fzcerxswdu7fsf6n9	personahub	8,035	1	[ "punctuation:punctuation_dot" ]
70	user: As a junior staff member eager to learn from the department director's expertise in budgeting, you have been given a task to optimize the department's yearly budget allocation. The department has a budget of $1,200,000 for the year, distributed across three primary projects: A, B, and C. Project A requires a mini...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_odzeegppb1cijyvz2gd0mkcr	personahub	8,699	1	[ "change_case:english_capital" ]
74	user: Identify four strategies for enhancing flood resilience in coastal Louisiana communities. Exclude the words "levee" and "evacuation". In your entire response, refrain from the use of . (i.e. dots) as punctuation and in general.	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_iog9umdabvdnyga32duwfup9	personahub	4,780	1	[ "punctuation:punctuation_dot" ]
75	user: An archivist in Kuwait is responsible for digitizing ancient manuscripts and maintaining a database of historical documents. Each manuscript is scanned and its data is stored in a high-dimensional vector space for pattern recognition and analysis. 1. Suppose the archivist is working with a collection of 500 manu...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_nosu8fbznngssnob229t8mln	personahub	6,700	1	[ "change_case:english_capital" ]
77	user: A published author of children's books is planning a special storytelling event to help distract and comfort kids in distress at a local community center. To make the event engaging, the author decides to create a series of interactive story segments, each with a mathematical twist. The event will consist of 5 di...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_v9534ynpjh9wwd1h1dipnaxp	personahub	8,230	1	[ "change_case:english_capital" ]
79	user: Suggest a quote from classic literature that encapsulates the joy of reading, ensuring that the quote is in English and all capital letters. In your entire response, refrain from the use of . (i.e. dots) as punctuation and in general.	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_62r067wy1zg8zj2dy8me51he	personahub	8,449	1	[ "punctuation:punctuation_dot" ]
80	user: Write a 1 paragraph explanation of the concept of "ownership" in Rust. Your response should be entirely in Spanish and must include the word "memoria" at least twice. The first word of each sentence should be the word wear.	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'wear'}]}]	personahub_ywynoyxtac3o1iw0e8rudkac	personahub	2,534	1	[ "first_word:first_word_sent" ]
84	user: Create a report on the effectiveness of interactive exhibits for children in kindergarten in JSON format. The report should consist of exactly 3 sections, each as a JSON object. Each section should include a title in the format "Section X: [Title]" where X is the section number and [Title] is a brief descriptive ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 3}]}]	personahub_gqr1g2cbrkc8u20g43rjlm4i	personahub	3,956	1	[ "count:lowercase_counting" ]
89	user: Write a 4-minute-long pop song that celebrates the empowerment and resilience of women, featuring a catchy chorus inspired by the style of Swedish pop music. Include the title of the song wrapped in double angular brackets, i.e. <<title>>, and repeat the chorus at least twice. In your entire response, refrain fro...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_b6xj77jp74c3nbwxpaiftt92	personahub	6,263	1	[ "punctuation:punctuation_dot" ]
90	user: An experienced actuary, Dr. Smith, is mentoring a student, Alex, on a complex risk assessment project for a large insurance company. They are analyzing the likelihood of multiple correlated events related to natural disasters impacting various regions. The insurance company has a portfolio of policies spread acro...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_ixpno64vf3v0j201q0sr7im7	personahub	3,804	1	[ "detectable_format:square_brackets" ]
94	user: Summarize in no more than 150 words the recent advancements in computer vision that have significantly impacted autonomous vehicle technology, excluding developments related to LiDAR systems. The first word of each sentence should be the word meet.	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'meet'}]}]	personahub_2bo659eiiwh64w8tw7l8v6kh	personahub	6,282	1	[ "first_word:first_word_sent" ]
95	user: A high-ranking politician often engages in 'off-the-record' discussions with various stakeholders to influence policy decisions. During these discussions, the politician uses a cryptographic code to ensure confidentiality. The code is based on a system of modular arithmetic and prime numbers. 1. The politician c...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_m72llopian0rehbxjbgoc5pg	personahub	552	1	[ "punctuation:punctuation_dot" ]
98	user: A diligent pharmacist, Alex, tracks the medication adherence of their customers over time to ensure optimum care. Alex has discovered that the medication adherence rate $ A(t) $ of a particular customer can be modeled by the differential equation: \[ \frac{dA}{dt} = k \cdot (M - A(t)) \] where: - $ A(t) $ i...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'gift'}]}]	personahub_odx3906tsw70igw2qf07h0cx	personahub	2,291	1	[ "last_word:last_word_sent" ]
100	user: As a producer specializing in reviving and remastering 90's music, you have decided to remaster Loretta Heywood’s discography, which consists of 12 tracks. Each track has a unique frequency distribution profile that needs to be analyzed and optimized for modern audio systems. You have identified that the optimal ...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_4k1kn7l4qg502ca4omr4i82v	personahub	3,702	1	[ "detectable_format:square_brackets" ]
103	user: A wealthy patron of the arts commissions a custom stained glass installation for their mansion's grand hall. The installation is designed to fit into a large circular window with a radius of 3 meters. The patron desires a unique design that incorporates a central circular motif surrounded by an intricate pattern ...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_8g5qhy3w42u2lzozwjsx2cfm	personahub	4,618	1	[ "detectable_format:bigram_wrapping" ]
104	user: A Marxist student is analyzing the income distribution in a hypothetical society to engage in a debate on the merits of Rawlsian justice. The student assumes that the society consists of $ n $ individuals whose incomes are represented by the random variable $ X $ with probability density function $ f(x) $. ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_tu2c06cetiom1gfrrvlkauk4	personahub	5,610	1	[ "count:lowercase_counting" ]
105	user: Dr. Evelyn Carter, a prudent and skeptical environmental scientist, is investigating the changes in land cover over a decade in a specific region. She has collected satellite imagery data and classified the land into three categories: Forest (F), Urban (U), and Agricultural (A). The initial and final distribution...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_rc6u36tanx7bd6ls8ll9rcir	personahub	2,181	1	[ "detectable_format:square_brackets" ]
107	user: A nature documentary filmmaker is studying the population dynamics of a unique species of mammal in a local forest. The filmmaker collects data on two specific behaviors: nocturnal activity and foraging efficiency. 1. The nocturnal activity follows a sinusoidal pattern over the course of a year. The activity le...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_r7zm0fpm1sbu0pnirfa1wr18	personahub	2,880	1	[ "change_case:english_capital" ]
111	user: A journalist is analyzing data regarding two conflicting regions, A and B, over a period of time. In region A, the number of reported incidents follows a quadratic growth model, while in region B, the number of reported incidents follows an exponential growth model. 1. The number of incidents in region A at tim...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_2e6wn7pvzsqh3hpn0cuov3g4	personahub	3,191	1	[ "change_case:english_capital" ]
114	user: A local sports enthusiast and blogger from Spokane, Washington, is analyzing the performance of the Spokane High School basketball team. They have compiled data on the number of points scored and the shooting percentages for each game over a season. 1. Suppose the number of points scored in each game follows a n...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'winter'}]}]	personahub_qm23lrbutxygfm9y39mibkji	personahub	5,822	1	[ "first_word:first_word_sent" ]
116	user: A book editor is planning to publish a comprehensive guide to religious studies. The guide is divided into multiple sections, each covering a different major world religion. The editor aims to distribute the content proportionally to the number of adherents of each religion worldwide, ensuring that the total numb...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_6vise57tukee0e1ugoj94h5c	personahub	8,241	1	[ "detectable_format:square_brackets" ]
119	user: A curious and imaginative child loves to explore the patterns and mysteries of numbers, while their stay-at-home parent encourages and guides their learning journey. One day, they stumble upon an intriguing question about the behavior of a complex polynomial function and its roots. 1. Consider the polynomial fun...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_6z14h31qttdtimp8j7jin6k0	personahub	959	1	[ "detectable_format:bigram_wrapping" ]
120	user: Create a detailed promotional brochure for a new product line of eco-friendly office supplies. The brochure should be divided into 4 sections, each marked with Section N, and aimed at demonstrating the competitive pricing and high-quality aspects of the products. Include at least 6 sentences in each section, focu...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_o88nmlnyul8goqb6173cc17u	personahub	7,974	1	[ "detectable_format:square_brackets" ]
131	user: Write a heartfelt letter from a busy single father to his teenage daughter who is just getting into makeup and beauty. The letter should express support and understanding while also offering some life advice. The title of the letter should be wrapped in double angular brackets, i.e. <<title>>. Additionally, ensur...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'volume'}]}]	personahub_7zb85dhvxqqre0bo86g0polp	personahub	8,531	1	[ "last_word:last_word_sent" ]
139	user: As an enthusiastic native New Yorker and vlogger, you decide to plan a walking tour that covers hidden gems and must-see spots in Manhattan. 1. Suppose you have identified 10 hidden gems each located at coordinates $(x_i, y_i)$ for $i = 1, 2, \ldots, 10$ on a grid that represents Manhattan. You aim to visit...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_hgt7qvyi9u930ktjpvz0dlrf	personahub	49	1	[ "detectable_format:square_brackets" ]
140	user: provide two product reviews for eco-friendly beauty products, each from a different french brand, in english and lowercase. each review should be exactly three sentences long. separate the two reviews like so: review 1 ****** review 2 Enclose every word in your response within square brackets.	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_tpvm9dz1de0ry1ehc50wzx5f	personahub	130	1	[ "detectable_format:square_brackets" ]
141	user: An anthropology major is conducting a study on the impact of cultural practices on societal inequalities in different regions. They collect data from two regions, Region A and Region B. For each region, they model the impact of a particular cultural practice on income inequality using a function $ I(t) $ where ...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'log'}]}]	personahub_jp6ku7xubilhvq1txd65wzge	personahub	2,022	1	[ "first_word:first_word_sent" ]
143	user: An environmental regulator is tasked with reducing industrial pollution in a coastal area. The coastal area is divided into three regions: A, B, and C. Each region has a different rate of pollution emission, modeled by the functions: - Region A: $ P_A(t) = 50e^{-0.1t} + 20 \sin(t) $ - Region B: \( P_B(t) = 40e...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_651y6gjl021bjaquspm8gz2g	personahub	6,172	1	[ "detectable_format:square_brackets" ]
145	user: Given that a Nigérien man in his late 40s, named Abdoulaye, lives in Niamey, the capital city of Niger. Abdoulaye is working on a research project related to the River Niger's impact on the local economy. He is particularly interested in modeling the river's seasonal flow rates and their relationship with agricul...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 3}]}]	personahub_pufr7mbdqe6u15jw2sjjbw76	personahub	8,215	1	[ "count:lowercase_counting" ]
146	user: A weather forecaster uses radar data to model the intensity of a storm's rainfall over time. The intensity $ I(t) $ in millimeters per hour is modeled by the quadratic equation: \[ I(t) = -2t^2 + 12t - 16 \] where $ t $ is the time in hours since the storm began. 1. Determine the time at which the rainfall...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'member'}]}]	personahub_mamw67y1r6pykp6cw76df6hg	personahub	7,551	1	[ "last_word:last_word_sent" ]
148	user: Provide a concise summary, not exceeding 150 words, of a recent empirical study (published within the last 5 years) that investigates the impact of parental involvement on reducing juvenile delinquency. Include the study's main findings and the methodology used. In your entire response, refrain from the use of . ...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_cchxqjmsiggcaelw0ywx58mc	personahub	422	1	[ "punctuation:punctuation_dot" ]
157	user: A LinkedIn recruiter is using an algorithm to schedule interviews and assess candidates. The recruiter has 10 available time slots in a week and wants to schedule interviews for top 4 candidates based on their resume scores. 1. The algorithm assigns a score to each candidate based on their resume using a weighte...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_fndmmwb348r9mvuv2j7ms9xh	personahub	8,389	1	[ "count:lowercase_counting" ]
167	user: Miyuki is a Japanese mother who is escaping from an abusive relationship and has decided to move to a new city. She has carefully planned her escape route which involves taking multiple trains and buses. She needs to reach her destination, which is 400 km away, as quickly as possible while minimizing her travel c...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_c8qe01knwd18iqf8hxo5qpq6	personahub	3,871	1	[ "detectable_format:bigram_wrapping" ]
168	user: Write a python function to process a list of historical events from the Liguria region and return a list of events that occurred during a specified time period. The function should be called `filter_events_by_period`, and it should take two arguments: a list of dictionaries representing the events and a tuple r...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_92w8jmsj4591vfii4i9s9x31	personahub	4,935	1	[ "detectable_format:bigram_wrapping" ]
169	user: Write a python function to count the number of vowels in a given string. The function should take a single string as input and return an integer representing the number of vowels ('a', 'e', 'i', 'o', 'u') present in the string. The function should be case-insensitive, meaning it should count both uppercase and lo...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'tackle'}]}]	personahub_vpkbcvfhwbc2bt02lmn65ws2	personahub	8,837	1	[ "last_word:last_word_sent" ]
176	user: Write a python function to calculate the total time spent in space by an astronaut, given a list of missions. Each mission is represented as a dictionary with keys "name", "start_date", and "end_date". The dates are given as strings in the format "YYYY-MM-DD". The function should return the total number of days s...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_b6u8bzi7m2fqmzz33tdokcw0	personahub	4,007	1	[ "detectable_format:square_brackets" ]
184	user: A journalist is responsible for curating and publishing engaging captions for news articles. They are analyzing the effectiveness of different captions using data analytics. The journalist collects data on the number of views and engagement rates (likes, shares, and comments) for each caption. They model the rela...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'yellow'}]}]	personahub_secwoygwjm6iwiyv49k96r5r	personahub	525	1	[ "last_word:last_word_sent" ]
186	user: Write a python function to analyze the influence of British aristocracy on European politics by calculating the frequency of specific political terms found in historical documents. The function should take a list of strings as input, where each string represents a document. It should also take a list of keywords ...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_u1cwnx8ls1mr77pefiw7njhz	personahub	1,539	1	[ "change_case:english_capital" ]
197	user: A mixed-media artist utilizes drone photography to capture aerial images, which are then digitally manipulated and incorporated into abstract compositions. The artist uses a particular drone model that captures images with a resolution of 8000x6000 pixels. To create a specific artwork, the artist plans to overlay...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_t0623oln4otpxsndh1ofjao0	personahub	6,259	1	[ "punctuation:punctuation_dot" ]
198	user: A former military officer is tasked with ensuring the safety of a billionaire's car collection, which includes 10 cars, each with a unique value. The cars are stored in a secure facility with 5 interconnected chambers, each chamber capable of holding up to 3 cars. Each chamber is protected by a state-of-the-art s...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'brush'}]}]	personahub_0h950crg89nbbyvq7uhcs788	personahub	4,745	1	[ "first_word:first_word_sent" ]
199	user: As a foreign language teacher fascinated by space science, you decide to combine your passions by creating a multilingual space-themed educational game. To design the game, you need to solve the following problems: 1. You are crafting a sentence in French about the trajectory of a spacecraft. The sentence length...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_mnp91bti4aa9h7a3s77kxdit	personahub	2,969	1	[ "detectable_format:square_brackets" ]
201	user: An outgoing and imaginative peer named Alex loves to discuss and recommend fantasy novels. Alex is particularly fascinated by the intricate worlds and complex timelines in these novels. One day, Alex decides to mathematically analyze a fantasy series consisting of multiple interconnected novels. In the series, ...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_cshzdfxid6lwaol2b4kqa8o7	personahub	6,187	1	[ "detectable_format:square_brackets" ]
209	user: In the Maasai tradition, stories are often shared around the fire, where elders pass down tales of their heritage, including the migration patterns of their ancestors. Suppose there is a story about a particular migration path that the Maasai ancestors took, which forms a closed geometric path in the shape of a c...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_dcjvd79s22arpk2p7txpm8ui	personahub	2,487	1	[ "count:lowercase_counting" ]
218	user: An employee of a large online marketplace wants to optimize their book pricing strategy to outmaneuver a competitive bookseller. The employee has identified that the demand for their books, $D(p)$, is inversely proportional to the price, $p$, and can be modeled by the function $D(p) = \frac{a}{p}$, where \(...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_5e9lbgys3nmvbpj94gitr6z3	personahub	1,703	1	[ "count:lowercase_counting" ]
230	user: Write a python function to calculate the average score of a local basketball team's games, given a list of scores. Each score is represented as a tuple containing two integers: the first integer is the points scored by the home team (our local team from Katy, Texas), and the second integer is the points scored by...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_zeo7tay1qgso9mw9zl4qf4r7	personahub	8,568	1	[ "detectable_format:bigram_wrapping" ]
232	user: Write a python function to calculate the average score of a figure skater based on their performance in multiple events. Each event score is represented as a dictionary with the event name as the key and the score as the value. The input will be a list of such dictionaries, and the output should be the average sc...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_pzybdxn6rco7ier5ql57rqm4	personahub	3,424	1	[ "count:lowercase_counting" ]
246	user: Dr. Amina, a historian from Tunisia specializing in Iconography, is analyzing a collection of ancient mosaic tiles found in a historical site. The tiles are arranged in a rectangular grid, and each tile contains a unique icon that dates back to different periods in history. 1. The grid is composed of $ m $ row...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'display'}]}]	personahub_pp2cjexn6t6ay8tu22hzvqks	personahub	3,950	1	[ "last_word:last_word_sent" ]
253	user: As a curious pre-teen enrolled in a coding camp, you are working on a project that involves creating an algorithm to solve mathematical puzzles. One of the puzzles involves algebra and sequences. Here is your challenge: 1. Consider the sequence defined by the recursive formula $ a_{n+1} = 3a_n + 2 $ with the i...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_uotr9r7slm5xfpp0ag0w3zhg	personahub	7,223	1	[ "detectable_format:bigram_wrapping" ]
254	user: Consider a graduate student specializing in operating systems who is exploring the mathematical models of resource allocation in a multi-core processor environment. The student is particularly interested in the concepts of synchronization and deadlock avoidance, which can be modeled using graph theory. 1. The st...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_8dg366a180ntan99oz4igqn3	personahub	2,933	1	[ "detectable_format:bigram_wrapping" ]
262	user: As a marketing manager, you're responsible for launching a new advertising campaign using a software tool that predicts customer engagement based on historical data. The tool uses a machine learning model that incorporates a logistic regression algorithm to estimate the probability of a customer engaging with the...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'accident'}]}]	personahub_m4qj88cu3r9z4oc0u19juzqz	personahub	1,648	1	[ "first_word:first_word_sent" ]
266	user: A pioneer in the field of human-computer interaction is developing a new model to analyze human emotions using a combination of machine learning and advanced mathematics. The model uses a high-dimensional vector space to represent various emotional states and their transitions over time. 1. Let $ E(t) $ be a d...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_hzjmtzwjcl11un5mjgijeq31	personahub	7,693	1	[ "change_case:english_capital" ]
273	user: Dr. Emily, a healthcare professional, is balancing her time between her primary job at the hospital and her startup, HealthTech Innovations. To keep herself organized, she uses a sophisticated time management system that involves concepts from optimization theory. 1. Dr. Emily allocates her weekly hours between ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_xuwfq6xlmel0h5vvygfqp3u3	personahub	7,323	1	[ "count:lowercase_counting" ]
277	user: Consider a higher category $ \mathcal{C} $ that is a $ (\infty,1) $-category, and let $ \mathcal{D} $ be a higher category that is a $ (\infty,2) $-category. Given a functor $ F: \mathcal{C} \to \mathcal{D} $ that preserves limits, assume the following conditions: 1. $ F $ induces an equivalence on t...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_k9csv2e9t3u6g8dlcvzpxosg	personahub	6,592	1	[ "change_case:english_capital" ]
281	user: A mobile app developer is designing a new application focused on simplicity and functionality. To ensure an optimal user experience, the developer wants to model the app's efficiency using a function that represents the balance between simplicity (S) and functionality (F). 1. The developer defines simplicity, S(...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'meeting'}]}]	personahub_t6mz2qgbv0ddmj7bdm4zpnrc	personahub	4,928	1	[ "first_word:first_word_sent" ]
286	user: A journalist who is an advocate for the Sustainable Development Goals (SDGs) is analyzing the impact of renewable energy adoption in two regions, Region A and Region B. Each region has implemented solar and wind energy projects, and the journalist wants to compare the efficiency and adoption rates over a 10-year ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 3}]}]	personahub_aoirxsu7abefz5l06rcs0d9f	personahub	6,517	1	[ "count:lowercase_counting" ]
289	user: Detective Morgan is analyzing a series of crimes with the help of a criminologist to determine patterns in the criminal's behavior. Each crime is characterized by two variables: the time taken to commit the crime (in hours) and the complexity level (on a scale from 1 to 10). The data from past crimes committed by...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'golf'}]}]	personahub_8excxp7qbl704dlf6fmlfejp	personahub	5,730	1	[ "last_word:last_word_sent" ]
290	user: A documentary filmmaker is exploring the concept of narrative structures by using mathematical graph theory to represent different storytelling techniques. The filmmaker collaborates with a retired journalist to model two types of narrative structures as directed graphs. 1. The filmmaker represents a linear narr...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_xu45khgl7kgntm0qny6qra9m	personahub	4,781	1	[ "punctuation:punctuation_dot" ]
291	user: A history professor is curating a list of historically accurate novels to use as supplemental material in their lectures. The professor has identified a list of 50 novels, each with a known historical accuracy score ranging from 0 to 1, where 1 indicates perfect historical accuracy. The professor wants to select ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_tnz9cevng2i4pdlh97jnkart	personahub	6,449	1	[ "count:lowercase_counting" ]
292	user: A track and field athlete who excels in the hurdles is analyzing their performance and training regimen. They notice that the time, $ T $ (in seconds), it takes to clear all the hurdles can be modeled by the function $ T(n) = a n^2 + b n + c $, where $ n $ is the number of hurdles, and $ a $, $ b $, and...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_v0kkruubed4032pbs1fsdhvz	personahub	1,560	1	[ "change_case:english_capital" ]
302	user: A talented Brazilian female rugby player is training to improve her agility and speed on the field. Her training routine includes a unique running drill that involves sprinting back and forth between two points, A and B, on the field, which are 100 meters apart. She idolizes Gabriela Lima, known for her exception...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_z5cmk81hgi7iq5jsuaf270w7	personahub	7,301	1	[ "detectable_format:square_brackets" ]
304	user: Write a python function to help me track the response rate of my print advertising and direct mail campaigns. I want to calculate the response rate as a percentage based on two lists: one containing the number of mailings sent and another containing the number of responses received for each corresponding campaign...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_5x6jpef2i9mu349qmw1945ew	personahub	8,404	1	[ "count:lowercase_counting" ]
305	user: An experienced flooring industry veteran, who mentored Robert Wilson, is tasked with designing a new type of interlocking tile system. This system consists of two types of tiles: square tiles with side length $s$, and equilateral triangular tiles with side length $t$, such that the tiles perfectly fit togethe...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'effective'}]}]	personahub_bstpcm2u556dvjqmvuw6me7x	personahub	824	1	[ "last_word:last_word_sent" ]
306	user: As an obsessive bibliophile and archivist, you have collected extensive documentation on the construction of two historically significant bridges: Bridge A and Bridge B. Bridge A was completed in the year 1900, and Bridge B was completed in the year 1920. You have detailed records of the number of arches incorpor...	[{'instruction_id': ['first_word:first_word_sent'], 'kwargs': [{'first_word': 'difficulty'}]}]	personahub_etinuzven1fa67r4cttx2scl	personahub	4,023	1	[ "first_word:first_word_sent" ]
307	user: Identify two words that maintain the sequence in this puzzle: Ace, Bid, Cod, Den. Your answer should include no commas. In your response, all lowercase words should appear at most 2 times.	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_b6ujf42z9wcqhdtv4um8bui3	personahub	2,555	1	[ "count:lowercase_counting" ]
313	user: As a city council member responsible for budget allocation, you are tasked with optimizing the budget for two public services: public transportation and waste management. The city has a total budget of $10 million to allocate between these two services for the upcoming fiscal year. Your goal is to maximize the ov...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_ehqhtu20tzz7tye4wfe935rz	personahub	5,278	1	[ "change_case:english_capital" ]
316	user: A software engineer is working on an advanced Geographic Information System (GIS) application. The application involves analyzing a dataset of polygonal regions on the Earth's surface, each defined by geospatial coordinates (latitude and longitude). The engineer shares a new technique on a programming forum that ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_mal9w1u70960d5qgaxfpjpzs	personahub	3,722	1	[ "count:lowercase_counting" ]
321	user: Write a python function to determine whether a given list of animal names contains any duplicates. As a passionate animal rights lawyer, I often deal with large datasets of animal names when organizing shelters or tracking endangered species. I need a function that takes a list of strings (animal names) as input ...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_00q610cyspwp0ijrk4rbwq2p	personahub	7,365	1	[ "change_case:english_capital" ]
325	user: The owner of a traditional museum-style gallery is planning an exhibition that showcases a collection of classical art pieces. The exhibition space is structured in the form of a large rectangular room with dimensions $ a \times b $, where $ a $ and $ b $ are both integers representing the length and width,...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_dj44b39jim6p71rt3a36tdjb	personahub	5,161	1	[ "detectable_format:square_brackets" ]
326	user: Write a python function to analyze a list of reported UFO sighting dates and identify any suspicious patterns that might indicate a government cover-up. The function should take a list of strings as input, where each string represents a date in the format "YYYY-MM-DD". The output should be a list of years where t...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_m15zalpww2z494mepou086rt	personahub	1,732	1	[ "punctuation:punctuation_dot" ]
327	user: Samantha, a young woman who prefers to spend her Sundays exploring nature rather than sitting in a church, decides to take a hike in the local nature reserve. She plans her trip to maximize her time outdoors and to avoid any detours that might extend her hike longer than desired. 1. Samantha's hiking path consis...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_t54klrinj3k8xumhhd7wmb4k	personahub	7,547	1	[ "detectable_format:square_brackets" ]
330	user: Write a python function to help me organize my collection of Sheletta Brundidge's podcast episodes. I have a list of episode titles, and I want to sort them alphabetically in a case-insensitive manner. The input to the function should be a list of strings, where each string is the title of a podcast episode. The ...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_6vayhco8uclrkvsynovwbi4k	personahub	4,053	1	[ "punctuation:punctuation_dot" ]
336	user: A political science professor is analyzing the influence of political stability on economic growth within a specific region over a decade. The professor uses a mathematical model represented by a system of differential equations to capture the dynamics between political stability (P) and economic growth (E). The ...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_1uhqf0w8b2slkr62am3q9gfs	personahub	3,116	1	[ "count:lowercase_counting" ]
338	user: A conservative commentator, known for his witty puns, decides to spice up his show with a math challenge for his audience. He introduces a special type of geometric series, which he humorously calls "pun-damental series." A "pun-damental series" is defined by the following recursive relationship: \[ a_{n+1} = k...	[{'instruction_id': ['last_word:last_word_sent'], 'kwargs': [{'last_word': 'dress'}]}]	personahub_rf5bh3bfc73saqfb9buv8ovx	personahub	4,976	1	[ "last_word:last_word_sent" ]
340	user: Write a critique of Johnny Cash's album "At Folsom Prison" in exactly 3 paragraphs separated by ---, each paragraph should have a title, wrapped in double angular brackets, i.e. <<title>>. Your entire response should be in English, and in all capital letters.	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_byzlf39rr8o6mhw6fpnogs15	personahub	5,380	1	[ "change_case:english_capital" ]
345	user: Dr. Elena, an osteopath who promotes a holistic approach to treating injuries, is analyzing the biomechanical efficiency of human gait to better understand the stress distribution in lower limb injuries. She models the stress distribution using a system of partial differential equations (PDEs) that takes into acc...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_p8sghxifm5nif92jk728mo17	personahub	4,582	1	[ "punctuation:punctuation_dot" ]
346	user: A food blogger who has never tried Filipino cuisine decides to explore a variety of Filipino dishes during a month-long culinary journey. The blogger aims to try a different combination of dishes each day. There are 20 unique Filipino dishes available, and the blogger wants to try exactly 3 different dishes per d...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_do3fu6mahjvvw3tttkq49zup	personahub	3,256	1	[ "change_case:english_capital" ]
347	user: A financial advisor is devising a secure method for encrypting sensitive transaction data using a cryptographic scheme based on elliptic curves over finite fields. The advisor chooses an elliptic curve $ E: y^2 = x^3 + ax + b $ over the finite field $ \mathbb{F}_p $, where $ p $ is a large prime number, and...	[{'instruction_id': ['detectable_format:bigram_wrapping'], 'kwargs': [{}]}]	personahub_ugppvby9pziidzrqlyl87olt	personahub	5,802	1	[ "detectable_format:bigram_wrapping" ]
348	user: A wildlife conservationist has devoted their life to studying the migration patterns of a rare species of birds across several countries. The conservationist has recorded the following data over a span of several years: 1. The birds travel through 5 primary countries: A, B, C, D, and E. 2. The conservationist no...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_negju7kzkobe2eph0ccmttae	personahub	2,276	1	[ "punctuation:punctuation_dot" ]
349	user: A local horticulturist is studying the growth patterns of a rare plant species. She has collected data on the height of the plants at various intervals and wants to model the growth using a combination of linear regression and periodic functions to account for seasonal variations. 1. The height $ H(t) $ of th...	[{'instruction_id': ['count:lowercase_counting'], 'kwargs': [{'N': 2}]}]	personahub_itwuv5yqklm6acpi0v1z8rqs	personahub	4,250	1	[ "count:lowercase_counting" ]
353	user: Write a python function to calculate the total profit of a business operating in different regions after considering the benefits of being part of a union. The function should take a list of dictionaries as input, where each dictionary represents a region with the following keys: "region_name" (a string), "revenu...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_a8bizo6ag50qqmr8wmr4qf8t	personahub	3,513	1	[ "change_case:english_capital" ]
358	user: An old woman, Mrs. Thompson, is a regular bingo player at her local community center. The bingo game she plays uses a standard 5x5 bingo card where each column corresponds to one of the letters B, I, N, G, and O, with the center space being a free space. Each column contains random numbers within specified ranges...	[{'instruction_id': ['detectable_format:square_brackets'], 'kwargs': [{}]}]	personahub_qfczxa24hkrzr9kamb5x9cdn	personahub	7,820	1	[ "detectable_format:square_brackets" ]
362	user: The local artisan coffee shop owner supplies gourmet snacks to a movie theater's concession stand. The owner has two main types of snacks: gourmet popcorn and artisanal chocolate bars. The popcorn has a production cost of $2 per bag, and the chocolate bars cost $3 each to produce. 1. The owner has a budget of $5...	[{'instruction_id': ['change_case:english_capital'], 'kwargs': [{}]}]	personahub_qj6ftup886d1rtfoxkaj77zz	personahub	2,439	1	[ "change_case:english_capital" ]
363	user: A lawyer specializing in constitutional law is tasked with analyzing the fairness of a voting system used in a fictional country described in an author's narrative. In this country, there are 5 regions, each with a different number of voters, and the voting system uses a weighted voting scheme to decide on consti...	[{'instruction_id': ['punctuation:punctuation_dot'], 'kwargs': [{}]}]	personahub_e5wnnwf7u4icx4ev0xu9jfqr	personahub	3,070	1	[ "punctuation:punctuation_dot" ]

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geodesic-research/vea-if-constraint-class

Auto-generated by dataset-builder. Each config below is a separate dataset produced from a versioned YAML build config. Load with:

from datasets import load_dataset

ds = load_dataset("geodesic-research/vea-if-constraint-class", "<config_name>", revision="<commit-sha>")

Pin revision= to the specific commit SHA you want; without it, you get the current HEAD of the dataset repo, which may change when the builder re-pushes.

Configs

Config	Source	Transform	Splits
`personahub_global1`	`geodesic-research/eval-awareness-rl`	`project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project`	none
`personahub_global1_heldout`	`geodesic-research/eval-awareness-rl`	`project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → filter → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project`	none
`personahub_global3`	`geodesic-research/eval-awareness-rl`	`project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project`	none
`personahub_uniform3`	`geodesic-research/eval-awareness-rl`	`project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project`	none
`personahub_uniform3_heldout`	`geodesic-research/eval-awareness-rl`	`project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → filter → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project`	none

Provenance

`personahub_global1`

Source: geodesic-research/eval-awareness-rl Transform: project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project

python -m dataset_builder configs/personahub_global1.yaml --push

`personahub_global1_heldout`

Source: geodesic-research/eval-awareness-rl Transform: project → hf → map_column → filter → project → join → filter → map_column → hook → map_column → filter → hook → map_column → map_column → map_column → map_column → map_column → map_column → map_column → map_column → hook → project

python -m dataset_builder configs/personahub_global1_heldout.yaml --push

`personahub_global3`

python -m dataset_builder configs/personahub_global3.yaml --push

`personahub_uniform3`

python -m dataset_builder configs/personahub_uniform3.yaml --push

`personahub_uniform3_heldout`

python -m dataset_builder configs/personahub_uniform3_heldout.yaml --push

Reproducibility

All splits use split_hash() (MD5-based, seeded) so rebuilding from the same config against the same source data produces identical partitions. For an LLM-generated dataset, a provider's seed parameter is best-effort; pin consumer loads to a specific HF commit SHA to avoid drift when the builder re-pushes.

This card is auto-generated by dataset_builder.cards.

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