Datasets:

AmirMohseni
/

WildChat-Legal-Classification

id stringlengths 32 32	conversation listlengths 2 38	contains_legal_content bool 2 classes	user_context stringclasses 5 values	seeks_legal_guidance bool 2 classes	request_types listlengths 0 3	primary_request_type stringclasses 6 values	requests_legal_drafting bool 2 classes	first_guidance_user_turn_id int32 -1 16	first_drafting_user_turn_id int32 -1 10	personalized_or_operational bool 2 classes	topics listlengths 0 2	primary_topic stringclasses 13 values	relevant_user_turn_ids listlengths 0 16	relevant_assistant_turn_ids listlengths 0 0	uncertainty stringclasses 3 values	classification_input_mode stringclasses 1 value	conversation_formatter stringclasses 1 value	taxonomy_version stringclasses 1 value	label_model stringclasses 1 value	reasoning_effort stringclasses 1 value	source_dataset stringclasses 1 value	source_hub_revision stringclasses 1 value	llm_seeks_legal_guidance bool 2 classes	llm_primary_topic stringclasses 12 values	reviewer_guidance bool 2 classes	reviewer_topic stringclasses 13 values	guidance_agrees_with_llm bool 2 classes	topic_agrees_with_llm bool 2 classes	initial_disagreement_flag bool 2 classes	resolution_source stringclasses 2 values	reviewer_note stringlengths 8 221 ⌀	manual_reviewed bool 1 class	label_provenance stringclasses 1 value
b6627257cce332c08ac3679a172f5675	[ { "role": "user", "content": "Write me a cease a desist letter to my friend, Ian Fang, for defaming me via past messages from me." }, { "role": "assistant", "content": "[Your Name]\n[Your Address]\n[City, State, ZIP]\n[Email Address]\n[Phone Number]\n[Date]\n\n[Recipient's Name]\n[Recipient's Ad...	true	PERSONAL	false	[ "DOCUMENT_DRAFTING" ]	DOCUMENT_DRAFTING	true	-1	0	true	[]		[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	false		false		true	true	false	Reviewer agreement	Email drafting	true	manual_adjudication
ca90ff9fd3e599fdb66a8887d5c36beb	[ { "role": "user", "content": "I have a licensed Microsoft Office on a laptop in one laptop. Can I use the same license on another laptop? Tell me if there's a heck." }, { "role": "assistant", "content": "It depends on the type of license you have. If you have a single-user license, then you can ...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "INTELLECTUAL_PROPERTY" ]	INTELLECTUAL_PROPERTY	[ 0 ]	[]	medium	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	INTELLECTUAL_PROPERTY	true	INTELLECTUAL_PROPERTY	true	true	false	Reviewer agreement	null	true	manual_adjudication
6736d6c2ed3ee0d77df64adc35a30420	[ { "role": "user", "content": "Hmm…let’s try a different topic. Sorry about that. What else is on your mind?" }, { "role": "assistant", "content": "As an AI, I don't have thoughts or emotions like humans do! However, I can help with any question or topic you'd like to talk about. Just let me know...	true	ACADEMIC	false	[ "INFO_EXPLANATION" ]	INFO_EXPLANATION	false	-1	-1	false	[]		[ 2, 4 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	false		false		true	true	false	Reviewer agreement	null	true	manual_adjudication
0a39bb5ca0f967001c1101952a992f3a	[ { "role": "user", "content": "Hello." }, { "role": "assistant", "content": "Hello! How can I assist you today?" }, { "role": "user", "content": "Are you a chatbot or a ChatGPT 3.5 chatbot?" }, { "role": "assistant", "content": "I am an AI language model called ChatGPT. I'...	true	PERSONAL	false	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION" ]	RIGHTS_OPTIONS_ADVICE	false	12	-1	true	[ "DATA_PRIVACY_AND_TECHNOLOGY", "CONSUMER_AND_PERSONAL_FINANCE" ]		[ 12, 14, 16 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	DATA_PRIVACY_AND_TECHNOLOGY	false		false	false	true	Joint adjudication	The user is just asking a lot of things and the final question is not necessarily a legal question	true	manual_adjudication
34133ce6773ceced34c25f55087ba994	[ { "role": "user", "content": "What are the 3 types of income that have the lowest tax in estonia" }, { "role": "assistant", "content": "In Estonia, there are three types of income that have the lowest tax rates:\n\n1. Dividend income: Dividends received from Estonian resident companies are subje...	true	PERSONAL	true	[ "INFO_EXPLANATION", "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	4	-1	true	[ "TAX_LAW" ]	TAX_LAW	[ 0, 2, 4, 6, 8 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	TAX_LAW	true	TAX_LAW	true	true	false	Reviewer agreement	null	true	manual_adjudication
26543f792b0f59617512f5b554234af2	[ { "role": "user", "content": "I want to change my job but the contract with my current employer says that I have a 6-month notice period. My current emplyer refuses to make it shorter. Other employers aren't interested in hiring me because they don't want to wait 6 months before I will be able to start work...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "EMPLOYMENT_AND_LABOR" ]	EMPLOYMENT_AND_LABOR	[ 0, 2 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	EMPLOYMENT_AND_LABOR	true	EMPLOYMENT_AND_LABOR	true	true	false	Reviewer agreement	null	true	manual_adjudication
9298501b5b503260bb555887dad119a4	[ { "role": "user", "content": "re HMRC capital tax FORM CT600 BOX 160 TRADING LOSSESS WHAT ARE TRADING LOSSESS" }, { "role": "assistant", "content": "Trading losses refer to the financial losses incurred by a business during its normal trading operations. These losses occur when the total expense...	true	PROFESSIONAL	true	[ "INFO_EXPLANATION" ]	INFO_EXPLANATION	false	0	-1	true	[ "TAX_LAW" ]	TAX_LAW	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	TAX_LAW	true	TAX_LAW	true	true	false	Reviewer agreement	null	true	manual_adjudication
3b79892b6be97c1189561d5779efcde0	[ { "role": "user", "content": "I would like to come up with a name for a blog that has the meaning \"reading and musings\", I want to change the word reading though. WHat should I use instead?" }, { "role": "assistant", "content": "Here are some potential alternatives for \"reading\":\n\n1. Lit (...	true	PROFESSIONAL	true	[ "INFO_EXPLANATION", "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	4	-1	true	[ "TAX_LAW" ]	TAX_LAW	[ 2, 4, 6 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	TAX_LAW	true	TAX_LAW	true	true	false	Reviewer agreement	starts after turn #2	true	manual_adjudication
666b01eb1eda92275ea0046fd3478e9e	[ { "role": "user", "content": "How can i speed up the process of renewing UK working permit visa? They are saying it takes 6 months to a year. But my new workplace needs the details from my new visa" }, { "role": "assistant", "content": "Unfortunately, the process of renewing a UK working permit ...	true	PERSONAL	true	[ "PROCEDURE_HOWTO", "RIGHTS_OPTIONS_ADVICE" ]	PROCEDURE_HOWTO	false	0	-1	true	[ "IMMIGRATION_AND_CITIZENSHIP" ]	IMMIGRATION_AND_CITIZENSHIP	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	IMMIGRATION_AND_CITIZENSHIP	true	IMMIGRATION_AND_CITIZENSHIP	true	true	false	Reviewer agreement	null	true	manual_adjudication
eb8c313442d97ac8b24cfe75ad3eae9e	[ { "role": "user", "content": "Legality of diy hrt" }, { "role": "assistant", "content": "I am not a legal expert, but I can provide some general information. The legality of DIY (Do-It-Yourself) Hormone Replacement Therapy (HRT) can vary depending on the jurisdiction you are in. In many countrie...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "CRIMINAL_LAW", "GOVERNMENT_AND_ADMINISTRATIVE" ]	CIVIL_RIGHTS_AND_CONSTITUTIONAL	[ 0, 2, 4, 6, 8 ]	[]	medium	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	CRIMINAL_LAW	true	CIVIL_RIGHTS_AND_CONSTITUTIONAL	true	false	true	Joint adjudication	CIVIL Rights (its context dependent like which country and stuff)	true	manual_adjudication
d88de7351a63976c8b3ba1f310d843ab	[ { "role": "user", "content": "Prove the actions and steps for the fastest way a veteran can apply and begin receiving va veteran pension benefits" }, { "role": "assistant", "content": "To apply and begin receiving VA veteran pension benefits as quickly as possible, follow the steps outlined belo...	true	PERSONAL	true	[ "PROCEDURE_HOWTO" ]	PROCEDURE_HOWTO	false	0	-1	true	[ "GOVERNMENT_AND_ADMINISTRATIVE" ]	GOVERNMENT_AND_ADMINISTRATIVE	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	GOVERNMENT_AND_ADMINISTRATIVE	true	GOVERNMENT_AND_ADMINISTRATIVE	true	true	false	Reviewer agreement	null	true	manual_adjudication
8693e333d5420fcc39ac6dd07ff7397e	[ { "role": "user", "content": "How long does it take to process a priority spouse visa for my wife to come to the uk" }, { "role": "assistant", "content": "As an AI language model, I do not have access to live data or processing times. However, according to the UK government website, the current ...	true	PERSONAL	true	[ "PROCEDURE_HOWTO" ]	PROCEDURE_HOWTO	false	0	-1	true	[ "IMMIGRATION_AND_CITIZENSHIP" ]	IMMIGRATION_AND_CITIZENSHIP	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	IMMIGRATION_AND_CITIZENSHIP	true	IMMIGRATION_AND_CITIZENSHIP	true	true	true	Joint adjudication	I think I would count this as a legal question. I think most users would ask legal questions similar to this one and its a insightful signal. \| i would argue that this is not a legal question per-se, since it's about time	true	manual_adjudication
6089e01133c7e29a388552d9e9207932	[ { "role": "user", "content": "USCO requires disclosure of AI usage in applications for copyright. what would be the likely legal consequences for omitting this information?" }, { "role": "assistant", "content": "I am an AI language model, and I can provide some general information, but please be...	true	PROFESSIONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "INTELLECTUAL_PROPERTY" ]	DATA_PRIVACY_AND_TECHNOLOGY	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	INTELLECTUAL_PROPERTY	true	DATA_PRIVACY_AND_TECHNOLOGY	true	false	false	Reviewer agreement	I think its DATA_PRIVACY_AND_TECHNOLOGY \| Could be data/technology	true	manual_adjudication
c7e72f7f9d58b1410962072b20f140d6	[ { "role": "user", "content": "Can a brother be a witness for a sister in attempting murder case" }, { "role": "assistant", "content": "Yes, a brother can be a witness for his sister in an attempted murder case. A witness is someone who has firsthand knowledge of the case and can provide relevant...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "CRIMINAL_LAW" ]	CRIMINAL_LAW	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	CRIMINAL_LAW	true	CRIMINAL_LAW	true	true	false	Reviewer agreement	null	true	manual_adjudication
baff866e427b83e7a1af39787169c422	[ { "role": "user", "content": "What is activated CO2" }, { "role": "assistant", "content": "As an AI language model, I don't have knowledge about the term \"activated CO2\". Please provide more context or information about the topic." }, { "role": "user", "content": "Activated Carbon ...	true	GENERAL_CURIOSITY	true	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION" ]	RIGHTS_OPTIONS_ADVICE	false	16	-1	true	[ "CRIMINAL_LAW" ]	CRIMINAL_LAW	[ 16, 18, 20, 22 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	CRIMINAL_LAW	true	CRIMINAL_LAW	true	true	false	Reviewer agreement	only relevant after turn #16	true	manual_adjudication
3e8b8b4664452e1a71c117ac882ac281	[ { "role": "user", "content": "Best state for a family trust" }, { "role": "assistant", "content": "As an AI language model, I don't have personal preferences, but I can provide information about states with favorable trust laws for families. Some of the states that are commonly considered best f...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "PROCEDURE_HOWTO", "DOCUMENT_DRAFTING" ]	RIGHTS_OPTIONS_ADVICE	true	0	10	true	[ "FAMILY_AND_ESTATES", "TAX_LAW" ]	FAMILY_AND_ESTATES	[ 0, 2, 4, 6, 8, 10 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	FAMILY_AND_ESTATES	true	FAMILY_AND_ESTATES	true	true	false	Reviewer agreement	null	true	manual_adjudication
16186253ff023ac63a3311ef3b15765f	[ { "role": "user", "content": "Is urinating in public considered a major or a minor crime?" }, { "role": "assistant", "content": "Urinating in public is generally considered a minor offense or a misdemeanor, depending on the jurisdiction. The severity and consequences of the crime may vary depend...	true	GENERAL_CURIOSITY	true	[ "INFO_EXPLANATION" ]	INFO_EXPLANATION	false	-1	-1	false	[]	CRIMINAL_LAW	[ 0, 2 ]	[]	medium	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	false		true	CRIMINAL_LAW	false	false	false	Reviewer agreement	I think we should count this and the topic seems to be CRIMINAL_LAW \| not sure about the legal guidance / he topic should be criminal law?	true	manual_adjudication
9d0db0c13fa4d8d5b3207a5f2bd05dd7	[ { "role": "user", "content": "Difference between a Wyoming Benefits Corporation Inc. and a Wyoming C corporation" }, { "role": "assistant", "content": "A Wyoming Benefits Corporation Inc. is a specific type of corporation that is formed for pursuing a public benefit. Its primary purpose is to cr...	true	PROFESSIONAL	true	[ "INFO_EXPLANATION", "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	2	-1	true	[ "TAX_LAW", "BUSINESS_AND_COMMERCIAL" ]	TAX_LAW	[ 0, 2 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	TAX_LAW	true	TAX_LAW	true	true	false	Reviewer agreement	null	true	manual_adjudication
65721f012772bf48caef576a527ee92e	[ { "role": "user", "content": "Is there a vat in exporting from uae to saudi" }, { "role": "assistant", "content": "As of January 1, 2018, a VAT (Value Added Tax) of 5% has been implemented in both the United Arab Emirates (UAE) and Saudi Arabia. This means that if you are exporting goods or serv...	true	PROFESSIONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "TAX_LAW" ]	TAX_LAW	[ 0, 2, 4 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	TAX_LAW	true	TAX_LAW	true	true	false	Reviewer agreement	null	true	manual_adjudication
3fbba8bc8a91e61aa4c762ec3d826c25	[ { "role": "user", "content": "WHen future spacecraft pass though the ISM what mittigation messures might be avalible for the mittgation of dust and gas bombardment of the Hull at near relitervistic or in the far future relitervistic speeds" }, { "role": "assistant", "content": "Mitigation measur...	true	GENERAL_CURIOSITY	false	[ "INFO_EXPLANATION" ]	INFO_EXPLANATION	false	-1	-1	false	[]		[ 12, 14 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	false		false		true	true	false	Reviewer agreement	The user is not really asking for legal advice	true	manual_adjudication
aa234ff9d559afe1aeec4854f5ab24d9	[ { "role": "user", "content": "Pf cpurse you dont need to register a comany immidiatelly when starting a business, but lets say you have 5 diffrent businesses under diffrent brands all making decent cash, do you need a company for each or can you put them all under one?" }, { "role": "assistant", ...	true	PROFESSIONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "BUSINESS_AND_COMMERCIAL", "INTELLECTUAL_PROPERTY" ]	BUSINESS_AND_COMMERCIAL	[ 0, 2 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	BUSINESS_AND_COMMERCIAL	true	BUSINESS_AND_COMMERCIAL	true	true	false	Reviewer agreement	null	true	manual_adjudication
0c9cf834613feb7c0f48c88ad1ff38db	[ { "role": "user", "content": "write a professional response to Mr Hall the Gardaworld recruiter. answer his as affirmative. respond in the affirmative I have both a US passport and a valid state driver's license. " }, { "role": "assistant", "content": "Dear Mr. Hall,\n\nThank you for considerin...	true	PERSONAL	true	[ "PROCEDURE_HOWTO" ]	PROCEDURE_HOWTO	false	4	-1	true	[ "CONSUMER_AND_PERSONAL_FINANCE" ]	CONSUMER_AND_PERSONAL_FINANCE	[ 4 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	CONSUMER_AND_PERSONAL_FINANCE	true	CONSUMER_AND_PERSONAL_FINANCE	true	true	false	Reviewer agreement	problem is that the legal question starts at turn #4 - > perhaps we can adjust this	true	manual_adjudication
030ae949b6ce6b11a7ac60fd0ff9b6f5	[ { "role": "user", "content": "In the US, citizens can apply for next-year healthcare coverage in November. If a US citizen signs up for a healthcare policy through healthcare.gov in November, and then that citizen is offered healthcare through their employer in February, can the citizen cancel the plan purc...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "GOVERNMENT_AND_ADMINISTRATIVE" ]	GOVERNMENT_AND_ADMINISTRATIVE	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	GOVERNMENT_AND_ADMINISTRATIVE	true	GOVERNMENT_AND_ADMINISTRATIVE	true	true	false	Reviewer agreement	null	true	manual_adjudication
409d0c205c04494d2438f8da01f9abcb	[ { "role": "user", "content": "Would it be easier for a Chinese citizen with Australian permanent residency to apply for a schengen visa from China or Australia" }, { "role": "assistant", "content": "For Chinese citizens with Australian permanent residency, it is generally more practical and pote...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "PROCEDURE_HOWTO" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "IMMIGRATION_AND_CITIZENSHIP" ]	IMMIGRATION_AND_CITIZENSHIP	[ 0, 2 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	IMMIGRATION_AND_CITIZENSHIP	true	IMMIGRATION_AND_CITIZENSHIP	true	true	false	Reviewer agreement	null	true	manual_adjudication
9eaea07e9c6fb49694100dcce8a5467f	[ { "role": "user", "content": "What's Windows key and what's features of windows 10 with Windows key and without windows key and is it okay to download pirated Windows 10 and also is windows defender available with windows key or without windows key" }, { "role": "assistant", "content": "The Wind...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "INTELLECTUAL_PROPERTY" ]	INTELLECTUAL_PROPERTY	[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	INTELLECTUAL_PROPERTY	true	INTELLECTUAL_PROPERTY	true	true	false	Reviewer agreement	null	true	manual_adjudication
788a38f583063ad362200beb87c490ce	[ { "role": "user", "content": "My employer told me that I will have to stop working remotely and return to the office. I don't want to do that as I consider the commute to be absolutely unacceptable for me. In fact, it would be better for me if I completely lost this job than if I had to commute. What can I ...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "PROCEDURE_HOWTO" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "EMPLOYMENT_AND_LABOR" ]	EMPLOYMENT_AND_LABOR	[ 0, 2, 4, 6, 8 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	EMPLOYMENT_AND_LABOR	true	EMPLOYMENT_AND_LABOR	true	true	false	Reviewer agreement	null	true	manual_adjudication
db8296e8947e13acc1851fd8e79fcf47	[ { "role": "user", "content": "Draft a complaint, T vs M, suing for 2 dollars over plastic cup being thrown at T." }, { "role": "assistant", "content": "IN THE COURT OF COMMON PLEAS\n\nYOUR COUNTY, [YOUR STATE]\n\n \n\nT,)\n\nPlaintiff, )\n\n)\n\nvs. ) Case No. ________\n\n)\n\nM, )\n\nDefendant....	true	PERSONAL	false	[ "DOCUMENT_DRAFTING" ]	DOCUMENT_DRAFTING	true	-1	0	true	[]		[ 0 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	false		false		true	true	false	Reviewer agreement	User asking for drafting a complaint should not be user seeking legal advice	true	manual_adjudication
4e4310991831c7bf68d246b75115f2bb	[ { "role": "user", "content": "the canadian or ontario ESA employment standard act 2000, is this the most current act for employers and employees?" }, { "role": "assistant", "content": "As of my last update in September 2023, the Employment Standards Act, 2000 (ESA) remains the foundational legis...	true	PERSONAL	true	[ "INFO_EXPLANATION", "RIGHTS_OPTIONS_ADVICE", "DOCUMENT_REVIEW" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "EMPLOYMENT_AND_LABOR" ]	EMPLOYMENT_AND_LABOR	[ 0, 2, 4, 6 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	EMPLOYMENT_AND_LABOR	true	EMPLOYMENT_AND_LABOR	true	true	false	Reviewer agreement	null	true	manual_adjudication
cd9ed9ed71ce7fbe6b0b25027074bea6	[ { "role": "user", "content": "hi" }, { "role": "assistant", "content": "Hello! How can I assist you today?" }, { "role": "user", "content": "im making a free software, what license should i release it under? what are my options? " }, { "role": "assistant", "content": "If ...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION" ]	RIGHTS_OPTIONS_ADVICE	false	2	-1	true	[ "INTELLECTUAL_PROPERTY" ]	INTELLECTUAL_PROPERTY	[ 2, 4, 6 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	INTELLECTUAL_PROPERTY	true	INTELLECTUAL_PROPERTY	true	true	false	Reviewer agreement	null	true	manual_adjudication
8d820ecbe676e85bf64c19b88a917ef7	[ { "role": "user", "content": "should i be hesitant signing an nda wşth no expiration date?" }, { "role": "assistant", "content": "As an AI language model, I do not have personal preferences or opinions, but I can provide you with some guidance on this matter. \n\nSigning an NDA with no expiratio...	true	PERSONAL	true	[ "RIGHTS_OPTIONS_ADVICE", "INFO_EXPLANATION", "DOCUMENT_REVIEW" ]	RIGHTS_OPTIONS_ADVICE	false	0	-1	true	[ "EMPLOYMENT_AND_LABOR" ]	EMPLOYMENT_AND_LABOR	[ 0, 2, 4, 6, 8, 10 ]	[]	low	user_only	user_turn_ids	v3	gpt-5.6-sol	medium	AmirMohseni/WildChat-Legal-Classification	837f1001802bcf08ad18baf61ea52f7abfc35b84	true	EMPLOYMENT_AND_LABOR	true	EMPLOYMENT_AND_LABOR	true	true	false	Reviewer agreement	null	true	manual_adjudication

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WildChat Legal Classification

English multi-turn conversations from WildChat-1M, silver-labeled with GPT-5.6 Sol at medium reasoning for legal-guidance detection, request typing, and legal topic assignment. This release uses the v3 taxonomy, which adds TAX_LAW as a standalone topic.

Four Hub configs are published on this repo:

Config	Rows	Description
`legal`	972	`seeks_legal_guidance=true`
`nonlegal`	1,150	`seeks_legal_guidance=false`
`total`	2,122	Full merged pool (former V2-Balanced coverage)
`golden`	200	Manually adjudicated test set with reviewer labels and audit fields

Splits

The legal, nonlegal, and total configs expose total, train, and test splits. The golden config exposes a test split only:

golden/test — all 200 manually reviewed and adjudicated conversations
test in the other configs — the same fixed 200-conversation evaluation pool with the original model-generated labels
train — all remaining rows

Schema (v3)

Column	Type	Notes
`id`	string	WildChat conversation id
`conversation`	list of `{role, content}`	Multi-turn user–assistant thread
`seeks_legal_guidance`	bool	Primary detection label
`contains_legal_content`	bool	Conversation discusses law, rights, courts, etc.
`request_types`	list[string]	v3 request-type tags
`primary_request_type`	string	Best request-type label
`requests_legal_drafting`	bool	User asks for legal drafting
`first_guidance_user_turn_id`	int	First guidance-seeking user turn (`-1` if none)
`first_drafting_user_turn_id`	int	First drafting user turn (`-1` if none)
`personalized_or_operational`	bool	Real/practical situation vs exam or translation
`topics`	list[string]	1–3 topic labels when guidance is sought
`primary_topic`	string	Single best topic
`relevant_user_turn_ids`	list[int]	Supporting user turns
`relevant_assistant_turn_ids`	list[int]	Supporting assistant turns
`uncertainty`	string	`low`, `medium`, or `high`
`classification_input_mode`	string	e.g. `user_only`
`conversation_formatter`	string	e.g. `user_turn_ids`
`taxonomy_version`	string	`v3`
`label_model`	string	`gpt-5.6-sol`
`reasoning_effort`	string	`medium`
`source_dataset`	string	Dataset used as the fixed relabeling pool
`source_hub_revision`	string	Pinned v2.1 source commit

The golden config retains the columns above and adds:

Column	Type	Notes
`llm_seeks_legal_guidance`	bool	Original model-generated guidance label
`llm_primary_topic`	string	Original model-generated primary topic
`reviewer_guidance`	bool	Final manually adjudicated guidance label
`reviewer_topic`	string	Final manually adjudicated primary topic; empty when no legal topic applies
`guidance_agrees_with_llm`	bool	Whether the reviewer guidance label matches the LLM
`topic_agrees_with_llm`	bool	Whether the reviewer topic judgment matches the LLM
`initial_disagreement_flag`	bool	Amir and Jerry initially disagreed, or one review was missing
`resolution_source`	string	`Reviewer agreement` or `Joint adjudication`
`reviewer_note`	string	Joint adjudication note or combined reviewer notes
`manual_reviewed`	bool	Always `true` for the golden test
`label_provenance`	string	Always `manual_adjudication`

Within golden, the canonical seeks_legal_guidance and primary_topic columns are replaced by the final reviewer labels. The multi-label topics field and all other structured classification fields remain model-generated unless explicitly identified above.

Topics

The v3 subject-matter topics are:

FAMILY_AND_ESTATES, HOUSING_AND_PROPERTY, EMPLOYMENT_AND_LABOR, IMMIGRATION_AND_CITIZENSHIP, CRIMINAL_LAW, TAX_LAW, CONSUMER_AND_PERSONAL_FINANCE, BUSINESS_AND_COMMERCIAL, TORTS_AND_CIVIL_LIABILITY, GOVERNMENT_AND_ADMINISTRATIVE, CIVIL_RIGHTS_AND_CONSTITUTIONAL, DATA_PRIVACY_AND_TECHNOLOGY, INTELLECTUAL_PROPERTY, and OTHER.

Provenance

All 2,122 conversations were relabeled from the prior dataset revision 837f1001802bcf08ad18baf61ea52f7abfc35b84. Conversation membership is unchanged. The golden test split contains the same 200 fixed conversation IDs as the other test splits. Guidance and primary-topic decisions were independently reviewed by Amir and Jerry; initial disagreements and missing decisions were jointly adjudicated. The final set contains 84 guidance-positive and 116 guidance-negative conversations.

Usage

from datasets import load_dataset

legal_train = load_dataset("AmirMohseni/WildChat-Legal-Classification", "legal", split="train")
total_test = load_dataset("AmirMohseni/WildChat-Legal-Classification", "total", split="test")
golden_test = load_dataset("AmirMohseni/WildChat-Legal-Classification", "golden", split="test")
print(len(total_test))   # 200 fixed evaluation rows with original labels
print(len(golden_test))  # 200 manually adjudicated rows

Related datasets

Dataset	Contents
`AmirMohseni/WildChat-Legal-Classification-V2-Balanced`	Prior v2 balanced release (random 90/5/5 splits)
`AmirMohseni/WildChat-Legal-Classification-V2-LegalOnly`	Prior v2 legal-only release with incidents

Citation

If you use this dataset, please cite WildChat and acknowledge the derivative labeling pipeline.

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