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Provide your response to the following prompt: <prompt> # Task: Analyze Memory Behavior Using A-MEM Framework Based on the research in 'A-MEM: Agentic Memory for LLM Agents' regarding Human Memory and AI Memory, analyze the memory behavior described in the passage below. Specifically, explain: 1. **What should be ret...
### 1. What Should Be Retained * **Mathematical Relationships:** The structural dependencies defining F1, Precision, and Recall, prioritizing symbolic representation over verbose text. * **Application Context:** The utility of F1 in span-based QA tasks for evaluating exact matches versus comprehensive coverage. * ...
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Provide your response to the following prompt: <prompt> Translate the following sentence into multiple languages: 'He is appearing before a military court.' Languages and provided translations: - Swahili: Ari omu kooti y'amahe. - Acholi: En tye i nyim kot pa mony. - Luganda: Anafikishwa mbele ya mahakama ya kijeshi. ...
**Verification and correction of the supplied translations** | Language | Original translation (provided) | Assessment (accuracy / grammaticality) | Corrected translation | |----------|--------------------------------|----------------------------------------|----------------------| | **Swahili** | *Ari omu kooti y'ama...
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Provide your response to the following prompt: <prompt> Act as a compassionate fertility specialist. Review the case of Ayisha, a 36-year-old married woman trying to conceive for 5 years. **Patient History:** - **Diagnostics:** Laparoscopy results were normal; one unsuccessful IUI (Intrauterine Insemination) perform...
Dear Ayisha, Thank you for trusting me with your story. I want to start by acknowledging how incredibly difficult these past five years must have been for you and your husband. Trying to conceive for this long, especially when you are doing everything right, brings up a whirlwind of emotions—hope, frustration, anxiety...
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Provide your response to the following prompt: <prompt> Act as an ecological risk analyst. Using the provided data for a *Philothamnus* (green snake) sighting in Nairobi, Kenya, conduct a comprehensive displacement risk assessment based on the Urban Snake Displacement Risk Index (USDRI) framework. **Input Data:** - *...
# Urban Snake Displacement Risk Assessment: *Philothamnus* spp. **Location:** Nairobi, Kenya (Lat: -1.2112, Lon: 36.7100) **Assessment Date:** 2025-04-11 **USDRI Composite Score:** 43.3 (Moderate Risk) ## 1. Risk Assessment Interpretation The Urban Snake Displacement Risk Index (USDRI) composite score of 43.3 classif...
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Provide your response to the following prompt: <prompt> Based on the passage below, explain what Reinforcement Learning (RL) is. Reinforcement Learning (RL) is a branch of machine learning focused on how intelligent agents can take actions in an environment to maximize cumulative reward. It is one of three fundamenta...
Reinforcement Learning (RL) is a type of machine learning where an agent learns to make decisions by interacting with an environment in order to maximize a cumulative reward over time. The agent is not given explicit instructions or labeled examples of correct actions, as in other forms of machine learning. Instead, it...
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Provide your response to the following prompt: <prompt> I am a 22-year-old female who has been taking oral contraceptive pills for two months. I have had unprotected intercourse five times using the withdrawal method; after one instance, I took emergency contraception (Plan B). I am currently experiencing slight brown...
It is completely understandable to feel anxious when you notice unexpected changes like brownish discharge, especially when you are worried about pregnancy. Based on the details you have shared, there are several reassuring factors, but let's look at the complete picture to give you a clear perspective. First, regardi...
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Provide your response to the following prompt: <prompt> I received the Hepatitis A vaccine yesterday and am experiencing the following symptoms: 1. A 1-inch red ring around the injection site. 2. Expected soreness at the injection site. 3. Worsening left-sided back pain (pre-existing but feels like a muscle strain). ...
It is completely understandable to feel concerned when new symptoms appear shortly after receiving a vaccine. It is good that you are paying close attention to your body. Based on what you have described, here is an evaluation of your symptoms and guidance on how to proceed. **Regarding the red ring around the injecti...
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Provide your response to the following prompt: <prompt> Analyze the financial profile of a rural smallholder farmer using M-Pesa (a mobile money service) based on the following 30-day data: * **Activity Volume**: 40 transactions across 20 active days. * **Transaction Size**: Median send amount of KES 500. * **I...
### Financial Profile Assessment: Rural Smallholder Farmer (M-Pesa) **Executive Summary** The 30-day transactional dataset indicates a financial profile characterized by higher stability and liquidity consistency than typical seasonal agricultural benchmarks. The subject demonstrates reliable cash flow management, low...
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Provide your response to the following prompt: <prompt> People have been forced to leave wetlands. This statement is presented in multiple languages: - English: "People have been forced to leave wetlands." - Runyankore/Rukiga (Bantu dialect): "Abantu babingirwe omu myanya y'ebisharara." - Dholuo: "Kidiyo dano me teny...
**Clarified meaning** All of the sentences are intended to convey the same core idea: *people have been compelled—by external pressure, policy, development, or environmental change—to abandon the places where they lived, worked, or harvested in wetland environments.* The statement is a factual observation of displace...
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Provide your response to the following prompt: <prompt> # Task: Analyze Memory Behavior in Reasoning Traces Based on the research paper titled **'Chain-of-Thought Reasoning In The Wild Is Not Always Faithful'**, specifically the section on **Reasoning Traces**, please analyze the memory behavior described in the pass...
**Analysis** The passage consists of provenance metadata and system tags rather than an active reasoning trace, establishing authorship hierarchy and contribution specificities. **Categorization** * **Retain:** Specific author-contribution mappings (e.g., AC leading Unfaithful Shortcuts work), paper identifiers (2503....
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Provide your response to the following prompt: <prompt> Do you know the plant species Etlingera diepenhorstii? It is a monocotyledonous species in the family Zingiberaceae, originally described by Johannes Elias Teijsmann and Simon Binnendijk, and later assigned to the genus Etlingera by Rosemary Margaret Smith. The s...
Yes, *Etlingera diepenhorstii* is a recognized species within the ginger family, Zingiberaceae. It is a monocotyledonous flowering plant characterized by the typical morphological features of the genus *Etlingera*, such as a prominent, often solitary, terminal inflorescence arising on a long peduncle separate from the ...
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Provide your response to the following prompt: <prompt> Who invented the game of basketball? </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt above: # Constraints The question you must answer is from a history domain. You are a 58-y...
The game of basketball was invented in December 1891 by Dr. James Naismith, a Canadian physical education instructor working at the International YMCA Training School in Springfield, Massachusetts. Tasked with creating a new indoor game to keep athletes active during the harsh New England winter, Naismith sought a spor...
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Provide your response to the following prompt: <prompt> Act as a compassionate oncology nutrition specialist. My 85-year-old grandfather has early-stage stomach cancer (confined to the lining) and is undergoing chemotherapy. He is experiencing severe weight loss primarily because he struggles to keep food down, though...
It is completely understandable to feel worried when a loved one is losing weight during treatment. Watching your grandfather struggle to eat can be deeply distressing, but the fact that his vomiting is now controlled is a significant step forward. At this stage, the goal is not necessarily large meals, but rather prov...
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Provide your response to the following prompt: <prompt> Hey, What documents are required for PM Ujjwala Yojana? in detail PM Ujjwala Yojana Energy 2016 Women from BPL households Central https://pmuy.gov.in Easy </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is a...
To apply for the Pradhan Mantri Ujjwala Yojana (PMUY), which provides free LPG connections to women from Below Poverty Line (BPL) households, you need to prepare a specific set of documents. The application process is designed to be straightforward, but having the correct paperwork ready is essential for approval. Her...
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Provide your response to the following prompt: <prompt> Explain how terracing and 'sidhidar kheti' (a traditional sustainable farming practice) contribute to sustainable agriculture in Jharkhand. Please address the following points: 1. **Definitions**: Briefly define terracing and 'sidhidar kheti' in the context of J...
In the undulating landscape of Jharkhand's Chotanagpur Plateau, where red laterite soil meets heavy monsoon rains, agriculture is a constant dialogue with the terrain. Gravity relentlessly pulls soil and water downhill, making sustainable land management essential. For generations, terracing and the traditional practic...
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Provide your response to the following prompt: <prompt> What is a CRM (Customer Relationship Management) system? Briefly explain its purpose and how it is used in business contexts. </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt ab...
A CRM, or Customer Relationship Management system, is a software tool that helps businesses manage all their interactions with current and potential customers. Think of it as a centralized digital hub where companies store customer information—like contact details, purchase history, communication logs, and preferences—...
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Provide your response to the following prompt: <prompt> Conduct a rigorous ecological assessment of Chat Moss, located at the southern edge of the Lancashire Plain, with precise attention to habitat classification and anthropogenic impacts. Structure the response as follows: 1. **Habitat Identification**: Explicitly ...
### Rigorous Ecological Assessment of Chat Moss #### 1. Habitat Identification Chat Moss is classified as a **lowland raised bog** (NVC M224; *Ericetum tetralicis* type). This designation is confirmed by Wheeler (1980) through stratigraphic analysis demonstrating ombrotrophic peat accumulation exceeding 2 m depth,...
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Provide your response to the following prompt: <prompt> Explain the application process for the Pradhan Mantri Ujjwala Yojana (PMUY), a 2016 central government energy scheme providing LPG connections to women from Below Poverty Line (BPL) households. Include eligibility criteria, required documents, and steps to apply...
The Pradhan Mantri Ujjwala Yojana (PMUY) is a transformative initiative designed to safeguard the health of women and children by replacing traditional, polluting cooking fuels with clean Liquefied Petroleum Gas (LPG). For families previously reliant on firewood or coal, this scheme offers not just a connection, but a ...
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Provide your response to the following prompt: <prompt> I am experiencing a severe cough that has caused stomach pain. Recently, I have felt electric shock-like sensations in my abdomen during intense coughing fits, making me afraid to cough, which worsens the pain. Additionally, I am coughing up phlegm mixed with a s...
This situation requires immediate medical attention. The combination of coughing up blood (hemoptysis), severe abdominal pain, and electric shock-like sensations is a red-flag warning that needs urgent evaluation in an emergency department. Please do not wait to see if these symptoms improve on their own. **Immediate ...
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Provide your response to the following prompt: <prompt> I am terrified and need urgent guidance regarding a severe post-surgical infection. I had breast surgery on May 21, 2014. Four days later, an open wound developed. My doctor prescribed silver sulfadiazine (a topical antibiotic cream), but the condition worsened, ...
I hear how frightening this situation is, and I want to validate that your fear is understandable. Your instinct that something is wrong is correct: the development of new open wounds with green or yellow purulent discharge, especially spreading to the other breast, is not a typical healing progression. This requires i...
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Provide your response to the following prompt: <prompt> Good morning, Doctors. My daughter has been diagnosed with Typhoid fever based on a Widal test showing Salmonella Typhi 'H' antigen at a 1:160 dilution. She was admitted and prescribed the following treatment: - IV Fluid: DNS (Dextrose Normal Saline) 100 cc - In...
I understand how distressing it is to see your daughter continuing to vomit despite being admitted and receiving treatment. It is completely natural to feel anxious when a child does not improve as quickly as expected. Please be assured that persistent vomiting is a known complication in acute typhoid fever, and there ...
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Provide your response to the following prompt: <prompt> I am experiencing a severe inner thigh rash with intense itching. When rubbed or smoothed, the area turns red and becomes very painful. Additionally, I have noticed some areas turning black. Please guide me on potential causes and suggest appropriate over-the-cou...
I am sorry to hear you are dealing with this—it sounds very uncomfortable. A rash in the inner thigh area, particularly one accompanied by intense itching, pain, and changes in skin color, can be distressing. While I cannot provide a definitive diagnosis without an examination, I can explain what commonly causes these ...
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Provide your response to the following prompt: <prompt> What are Flos? Please define the term clearly, explain any relevant context or possible interpretations (e.g., brand, product, acronym, or informal usage), and provide accurate, concise information based on common usage or established knowledge. </prompt> Adhere...
Flos is an Italian design company renowned for its innovative and iconic lighting products. Founded in 1962 in Merano, Italy, and later based in Brescia, Flos specializes in the design, development, and production of high-quality interior and exterior lighting fixtures. The name "Flos," derived from the Latin word for ...
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Provide your response to the following prompt: <prompt> What is the single most critical lesson for optimizing modern sales processes? </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt above: # Constraints The question you must answe...
The single most critical lesson for optimizing modern sales processes is the imperative to align internal sales methodologies strictly with the external buyer's journey, prioritizing friction reduction over activity volume. Historically, sales optimization focused on increasing seller output: more calls, more emails, ...
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Provide your response to the following prompt: <prompt> Who was Nike in Greek mythology? Nike (Ancient Greek: Νίκη, pronounced [nǐː.kɛː] in ancient times, [ˈni.ci] in modern Greek, meaning 'victory') was the Greek goddess who personified victory in war, athletics, art, and music. She was often depicted as a winged fi...
In Greek mythology, Nike was the goddess who embodied victory—across battlefields, athletic contests, and artistic achievements. Her name, Νίκη (Nikē), literally means "victory" in ancient Greek, and she was revered as a divine force that accompanied success in both mortal and divine endeavors. She is most commonly de...
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Provide your response to the following prompt: <prompt> I am experiencing intermittent toothache in the back of my upper jaw. After consulting a pharmacist, I took two doses of Rapidus 50 (diclofenac) six hours apart, which temporarily reduced the pain. Given that my last dental checkup was two years ago and I am hesi...
I understand how unsettling it can be to deal with persistent pain, and I want to acknowledge that feeling hesitant about returning to a dental clinic is something many people share. It is completely natural to want to avoid procedures when the pain seems manageable, but I am deeply concerned about relying on medicatio...
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Provide your response to the following prompt: <prompt> Provide a comprehensive chemical definition and structural analysis for the compound: [2-[Cyclohexyl-(2-Phenylacetyl)Amino]-1-Phenylethyl] 2-Phenylacetate. Your response must include: 1. **IUPAC Name**: Verify or correct the systematic name. 2. **Chemical Struct...
### 1. IUPAC Name The provided nomenclature is descriptively accurate but deviates from strict IUPAC recommendations regarding capitalization and bracket hierarchy. The corrected systematic name is **2-[cyclohexyl(2-phenylacetyl)amino]-1-phenylethyl 2-phenylacetate** (or alternatively, 1-phenyl-2-[cyclohexyl(2-phenylac...
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Provide your response to the following prompt: <prompt> As a board-certified pediatric radiologist, generate a comprehensive diagnostic report for a dynamic airway fluoroscopy study performed on an 11-month-old female with recurrent episodic respiratory distress and non-productive cough. The report must adhere to Amer...
**EXAM:** Dynamic airway fluoroscopy – real‑time evaluation of the upper and central airway. **CLINICAL HISTORY:** 11‑month‑old female with recurrent episodic respiratory distress and non‑productive cough. No prior intubation, known congenital airway anomalies, or recent upper‑respiratory infection. **TECHNIQUE:*...
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Provide your response to the following prompt: <prompt> Several illegal activities are taking place on the lake. </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt above: # Constraints The question you must answer is from a governance...
The observation that “several illegal activities are taking place on the lake” warrants a systematic, multi‑dimensional assessment that integrates legal, geopolitical and ecological dimensions. Below is a structured framework for diagnosing the problem, evaluating existing governance instruments, and outlining a coordi...
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Provide your response to the following prompt: <prompt> [{"role": "system", "content": "You are Hazina, a pan-African financial AI assistant developed by MsingiAI.\n\nYou are the CFO assistant for a hospitality based in Rwanda.\nCurrency: RWF (Rwandan Franc)\nTax authority: RRA (Rwanda Revenue Authority)\nVAT rate: 18...
**Invoice Summary – INV‑2024‑10‑042** | Item | Description | Quantity | Unit price | Sub‑total | |------|-------------|----------|-----------|-----------| | 1 | Delivery services for October 2024 (Kigali‑Musanze and Kigali‑Rubavu routes) | 1 | RWF 1,600,000 | RWF 1,600,000 | - **VAT (18 %)**: RWF 288,000 - **Total ...
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Provide your response to the following prompt: <prompt> Analyze the provided dataset to identify the single metric that most consistently and accurately predicts whether a U.S. state votes Republican or Democrat. Evaluate the following variables: total population, percentage of college-educated residents, median incom...
Note: As no specific data file was attached to the request, this analysis relies on aggregate census and election data consistent with the variables listed across recent election cycles. Based on an evaluation of state-level electoral outcomes against demographic and economic indicators, the **percentage of college-ed...
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Provide your response to the following prompt: <prompt> Identify the specific accusations made against the former president. </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt above: # Constraints The question you must answer is from ...
The specific accusations formally brought against former President Donald Trump span multiple federal and state jurisdictions, encompassing both criminal indictments and civil liabilities. **Criminal Indictments** There are four primary criminal cases: 1. **New York State (Business Records):** The Manhattan District ...
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Provide your response to the following prompt: <prompt> Analyze the geopolitical and strategic implications of the September 2, 2025, US precision strike in the Southern Caribbean that sank a Venezuelan drug-smuggling vessel linked to the Tren de Aragua gang, resulting in 11 fatalities. Specifically, explain the strat...
The precision strike conducted by the United States military on September 2, 2025, against a suspected drug-smuggling vessel in the southern Caribbean represents a significant recalibration of U.S. security policy in the Western Hemisphere. The operation, which resulted in the deaths of 11 individuals identified as mem...
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Provide your response to the following prompt: <prompt> List 5 actionable strategies to reduce carbon dioxide (CO₂) emissions. </prompt> Adhere to the following constraints in your response unless it contradicts a constraint that is already given in the prompt above: # Constraints The question you must answer is fro...
**Five actionable strategies to cut CO₂ emissions** 1. **Increase energy efficiency in buildings** - Upgrade insulation, windows, and doors to reduce heating and cooling demand. - Install smart thermostats and energy‑monitoring systems that adjust lighting, HVAC, and appliances according to actual usage. ...
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Chart QA with Misleading Charts

Questions about described line and bar charts, including charts with deliberately distorted axes, with answers that read the underlying values.

Rows 13,000
Domain data visualization
Format data.parquet, one row per example
Licence cc-by-4.0
Built for supervised fine-tuning (SFT) experiments on Adaption AutoScientist

Columns

Column Description
original_prompt The prompt (user turn) as uploaded.
original_completion The target response as uploaded.
enhanced_prompt Empty in this dataset.
enhanced_completion Empty in this dataset.

How it was built

Charts rendered from Our World in Data series honestly and with parameterised distortions, so labels are constructed; the enhanced variant uses Adaptive Data rewrites.

Sources and licence

Notes

  • Columns enhanced_prompt, enhanced_completion are empty in this dataset (the Adaption export reserves them for rewritten text).

Loading

from datasets import load_dataset
ds = load_dataset("rodriguescarson/adaption-dataviz-chartqa-enhanced-13k", split="train")
import pandas as pd
df = pd.read_parquet("hf://datasets/rodriguescarson/adaption-dataviz-chartqa-enhanced-13k/data.parquet")

Published by Carson Rodrigues (Hugging Face, Kaggle).

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