How the Prompts page works. Click to expand instructions

1Tabs switch between University prompts and Course prompts.
2Prompt list on the left: Global Base first, then one box per section. A tag says Base, Custom, or Empty.
3Global Base is sent first and shown read-only when viewing a section, ensuring core rules are never dropped.
4Section rules is the editable box. Use the variable buttons to insert placeholders safely.
5Checks under the box warn in real time about unknown variables.

Prompts

Every run sends: Global Base + section rules + field list. Custom overrides take precedence over the base prompt.

Global Base Prompt (University)

Sent as fundamental guidance with all university sections

Insert variable:

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

✓ Standard system variables recognized

Basic Info Prompt Rules

16 fields · Section: basic

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
institution_name	Institution Name	text	current official legal name
official_domain	Official Domain	text	domain only, e.g. example.ac.uk (identity check)
institution_type	Institution Type	select	University, College, Institute, School of Technology, Community College, Technical College, Medical College, Business School, Law School, Art & Design School, Other
sector	Sector	select	Public, Private, Semi-Government
profit_status	Profit Status	select	Non-Profit, For-Profit, Not applicable, Unknown
former_names	Former Names	text	comma-separated, each with years
also_known_as	Also Known As	text	comma-separated
country	Country	text	—
year_established	Year Established	text	4-digit year
total_course_no	Total Course No	text	number with scope and year, or a missing-data label
main_address	Main Campus Address	text	—
main_city	Main Campus City/Town	text	—
main_postal_code	Main Campus Postal/ZIP Code	text	—
overview	Institution Overview	textarea	180-280 words, no ranking positions or yearly figures
trending_subjects	Trending Subjects	text	comma-separated, each with its basis
international_students	No. of International Students	text	as published, with year and source

Campuses Prompt Rules

3 fields · Section: campuses

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
campuses	Additional Campuses	list	—
colleges	Colleges	list	—
other_sites	Other Sites	list	—

Online Presence Prompt Rules

15 fields · Section: online

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
website	Website	url	—
facebook	Facebook	url	—
instagram	Instagram	url	—
tiktok	TikTok	url	—
youtube	YouTube	url	—
linkedin	LinkedIn	url	—
wechat	WeChat	text	official account name or ID
x_twitter	X (Twitter)	url	—
other_social	Other Social Media	text	"Platform: URL", comma-separated
qs_profile	QS / TopUniversities Profile URL	url	—
the_profile	THE (Times Higher Education)	url	—
unirank_profile	Unirank Profile URL	url	—
educations_profile	Educations.com Profile URL	url	—
ucas_profile	UCAS Profile URL (UK only)	url	—
uniquest_profile	UniQuest Profile URL	url	—

Academic Prompt Rules

5 fields · Section: academic

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
institution_usps	Institution USPs	textarea	4-6 points separated by " \| ", each with source and year
why_study_here	Why Study Here	textarea	80-120 words, first person
unique_facilities	Unique Facilities / Resources	textarea	3-5 points separated by " \| "
appeal_international	Appeal to International Students	textarea	3-5 points separated by " \| "
campus_environment	What Makes Campus Environment Unique	textarea	3-5 points separated by " \| "

Facilities Prompt Rules

1 fields · Section: facilities

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
facilities	Facilities	list	—

Alumni Prompt Rules

1 fields · Section: alumni

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
alumni	Notable Alumni	list	—

FAQs Prompt Rules

1 fields · Section: faqs

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
faqs	FAQs	list	—

Admissions & Fees Prompt Rules

9 fields · Section: admissions

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
currency	Currency	text	ISO code
application_fee	Application Fee	text	with level and year
tuition_fee_duration	Tuition Fee Duration	select	Per year, Per semester, Per credit hour
tuition_fee_range	Tuition Fee Range	text	international, with level and year
intakes	Intakes	text	comma-separated months
language_requirement	Language Proficiency Requirement	textarea	—
entry_requirements	Entry Requirements	textarea	—
admission_test_requirement	Admission Test Requirement	textarea	—
scholarships	Scholarships	textarea	up to 3, separated by " \| "

Research & Verify Prompt Rules

5 fields · Section: verify

Part 1 · Global Base (University) — sent first, read-only here

Search Google for "{institutionName}" in "{country}".
Extract ONLY the following fields and return a JSON object (no markdown, no backticks).
Follow these MASTER INSTRUCTIONS strictly:

Fields: {fields}

Rules:
- Source Hierarchy: Rely primarily on official institutional sources (Tier 1A). Do not use Wikipedia, AI summaries, or aggregators as final verification.
- Missing Data: Do NOT use empty strings (""). Use "Not Published" if confirmed unavailable, "Not Applicable" if it doesn't apply, "Not Found - Needs Verification" if unconfirmed, or "Varies by Course" for fees/intakes that differ substantially by programme.
- research_date should be: {today}
- institution_type options: University / College / Institute / School of Technology / Community College / Other
- ownership_type options: Public / Private / Semi-Government / Non-Profit / For-Profit
- tuition_fee_duration options: Per year / Per semester / Per credit hour
- verification_status options: Verified / Partially Verified / Unverified / Needs Review
- Fees: Do not mix currencies in one tuition range. Distinguish Home and International categories where the institution does. Use "Varies by Course" if wholly programme-specific.
- scholarships format: "Name: Value, Study Level, Eligibility, Deadline | Name: ..."
- intakes: comma-separated months (e.g. "January, May"). Use "Varies by Course" if differing substantially.
- total_courses: Extract the total number of courses offered.
- international_students_count: Return a verified headcount (whole number). If only a percentage is published, do NOT estimate a count; return "Not Published".
- For FAQs, provide concise, factual answers.
- Prose: Write concise, neutral summaries for Overview/USPs. Do not copy marketing slogans.
- Alumni: Distinguish graduates from attendees. Do not include honorary degrees unless specified as alumni.
- Campuses: Count only distinct official teaching campuses within the stated Country. Do not include foreign branch campuses.
- Return ONLY a valid JSON object matching the requested fields. Nothing else.

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fields}

Built from the Extractor schema automatically.

Key	Label	Type	Format / Options
ai_self_check	AI self-check (Verification Status)	select	Verified, Partially Verified, Unverified
official_sources	Official Sources Used	textarea	one "Field: URL" per line
secondary_sources	Secondary Verification Sources	textarea	one "Field: URL" per line
source_map	Verification Notes / Source Map	textarea	—
remarks	Remarks	textarea	—

Global Base Prompt (Course)

Sent as fundamental guidance with all course sections

Insert variable:

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

✓ Standard system variables recognized

Course Section: Basic

12 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
course_name	Text / Attribute
degree_title	Text / Attribute
program_code	Text / Attribute
field_of_study	Text / Attribute
level_name	Text / Attribute
mode_of_delivery	Text / Attribute
mode_of_study	Text / Attribute
audience	Text / Attribute
location	Text / Attribute
course_link	Text / Attribute
course_status	Text / Attribute
location_id_key	Text / Attribute

Course Section: Dates Duration

10 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
duration	Text / Attribute
official_duration	Text / Attribute
intakes	Text / Attribute
seat_capacity	Text / Attribute
fast_track_options	Text / Attribute
deferred_entry_status	Text / Attribute
deferred_entry_conditions	Text / Attribute
application_deadline	Text / Attribute
course_start_date	Text / Attribute
academic_year	Text / Attribute

Course Section: Fees Contacts

7 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
currency	Text / Attribute
tuition_fee_duration	Text / Attribute
tuition_fee	Text / Attribute
contact_full_name	Text / Attribute
contact_number	Text / Attribute
contact_email	Text / Attribute
how_to_apply	Text / Attribute

Course Section: Language

18 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
lang_1_exam	Text / Attribute
lang_1_result	Text / Attribute
lang_1_condition	Text / Attribute
lang_2_exam	Text / Attribute
lang_2_result	Text / Attribute
lang_2_condition	Text / Attribute
lang_3_exam	Text / Attribute
lang_3_result	Text / Attribute
lang_3_condition	Text / Attribute
lang_4_exam	Text / Attribute
lang_4_result	Text / Attribute
lang_4_condition	Text / Attribute
lang_5_exam	Text / Attribute
lang_5_result	Text / Attribute
lang_5_condition	Text / Attribute
lang_6_exam	Text / Attribute
lang_6_result	Text / Attribute
lang_6_condition	Text / Attribute

Course Section: Tests

18 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
test_1_exam	Text / Attribute
test_1_result	Text / Attribute
test_1_condition	Text / Attribute
test_2_exam	Text / Attribute
test_2_result	Text / Attribute
test_2_condition	Text / Attribute
test_3_exam	Text / Attribute
test_3_result	Text / Attribute
test_3_condition	Text / Attribute
test_4_exam	Text / Attribute
test_4_result	Text / Attribute
test_4_condition	Text / Attribute
test_5_exam	Text / Attribute
test_5_result	Text / Attribute
test_5_condition	Text / Attribute
test_6_exam	Text / Attribute
test_6_result	Text / Attribute
test_6_condition	Text / Attribute

Course Section: Reqs 1 3

15 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
req_1_level	Text / Attribute
req_1_grading	Text / Attribute
req_1_result	Text / Attribute
req_1_subjects	Text / Attribute
req_1_condition	Text / Attribute
req_2_level	Text / Attribute
req_2_grading	Text / Attribute
req_2_result	Text / Attribute
req_2_subjects	Text / Attribute
req_2_condition	Text / Attribute
req_3_level	Text / Attribute
req_3_grading	Text / Attribute
req_3_result	Text / Attribute
req_3_subjects	Text / Attribute
req_3_condition	Text / Attribute

Course Section: Reqs 4 6 Modules

21 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
req_4_level	Text / Attribute
req_4_grading	Text / Attribute
req_4_result	Text / Attribute
req_4_subjects	Text / Attribute
req_4_condition	Text / Attribute
req_5_level	Text / Attribute
req_5_grading	Text / Attribute
req_5_result	Text / Attribute
req_5_subjects	Text / Attribute
req_5_condition	Text / Attribute
req_6_level	Text / Attribute
req_6_grading	Text / Attribute
req_6_result	Text / Attribute
req_6_subjects	Text / Attribute
req_6_condition	Text / Attribute
credit_value	Text / Attribute
credit_system	Text / Attribute
credit_transfer_options	Text / Attribute
modules_url	Text / Attribute
core_modules	Text / Attribute
optional_modules	Text / Attribute

Course Section: Career Features

11 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
interview_required	Text / Attribute
work_placement	Text / Attribute
career_opportunities	Text / Attribute
pathways	Text / Attribute
research_opportunities	Text / Attribute
accreditation	Text / Attribute
materials_required	Text / Attribute
admission_supplements	Text / Attribute
key_features	Text / Attribute
course_summary	Text / Attribute
graduation_conditions	Text / Attribute

Course Section: Atas Verify

15 fields

Part 1 · Global Base (Course) — sent first, read-only here

You are a university course researcher.
Extract data for the course: "{courseName}" at "{institutionName}".
Follow these COURSE RESEARCH MASTER INSTRUCTIONS strictly:

- No Guessing: Do not guess, estimate, self-convert, or infer missing facts.
- Missing Data: Do NOT use empty strings ("") or null. Use "Not Published", "Not Applicable", "Not Found - Needs Verification", or "Varies by Course".
- Duration & Credits: Preserve exact published values. Do not convert "1 Year" to "12 Months" unless explicitly stated. Do not convert credit systems.
- Deferred Entry Status: Must be exactly one of: Yes, No, Conditional / Case-by-case, Not Applicable, Needs Check.
- Interview/Portfolio/Audition Required: Must state Yes/No/Conditional plus format/timing if published.
- Rankings: STRICTLY PROHIBITED. Do not mention QS, THE, or any rankings in any field (e.g., summary, features).
- Entry Requirements: Keep qualification/level, grading scheme, overall result, and required subjects STRICTLY SEPARATE. Do not bury mandatory subjects inside the overall result field.
- English/Admissions Tests: Do not self-convert scores between different tests.
- Application Fee: Do NOT extract generic UCAS or institution-wide fees. Only extract course-specific application charges.
- Prose & Curriculum: Paraphrase facts concisely. Do not copy long marketing text. Do not present optional modules as guaranteed.
- Entry Cycle: Fees, deadlines, start dates, and requirements must consistently belong to the same academic cycle.

Return ONLY a valid JSON object.
The JSON must contain EXACTLY these keys:
{fieldList}

Part 2 · Section Rules

Insert variable:

✓ Standard system variables recognized

Part 3 · Fields sent as {fieldList}

Key	Type
atas_applicable	Text / Attribute
atas_cah3_code	Text / Attribute
atas_notes	Text / Attribute
atas_source_url	Text / Attribute
sources_used	Text / Attribute
remarks	Text / Attribute
research_date	Text / Attribute
official_sources_used	Text / Attribute
secondary_verification_sources	Text / Attribute
verification_status	Text / Attribute
verification_notes	Text / Attribute
source_conflict_flag	Text / Attribute
last_checked	Text / Attribute
institution_id_key	Text / Attribute
course_record_id_key	Text / Attribute