Triple
T7816472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phu Quoc International Airport |
E181017
|
entity |
| Predicate | servesTourismSector |
P33155
|
FINISHED |
| Object |
Phu Quoc beach resorts
Phu Quoc beach resorts are a collection of coastal vacation properties on Vietnam’s Phu Quoc Island, known for their white-sand beaches, clear waters, and tropical island getaway experience.
|
E694887
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Phu Quoc beach resorts | Statement: [Phu Quoc International Airport, servesTourismSector, Phu Quoc beach resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phu Quoc beach resorts Context triple: [Phu Quoc International Airport, servesTourismSector, Phu Quoc beach resorts]
-
A.
Ninh Chữ Beach
Ninh Chữ Beach is a scenic coastal destination in Vietnam known for its long sandy shoreline, clear waters, and suitability for swimming and water sports.
-
B.
Do Son Beach
Do Son Beach is a popular coastal resort area in northern Vietnam known for its sandy shoreline, seaside tourism, and proximity to the port city of Hai Phong.
-
C.
Anda beaches
Anda beaches are a stretch of pristine white-sand shoreline and clear turquoise waters on the eastern coast of Bohol Island in the Philippines, known for their tranquil, less-crowded setting and rich marine life.
-
D.
Ban Tai Beach
Ban Tai Beach is a long, laid-back stretch of sand on the southwest coast of Ko Pha Ngan in Thailand, known for its sunset views and proximity to the island’s party scene.
-
E.
Sairee Beach
Sairee Beach is the main tourist hub and longest stretch of sand on Thailand’s Ko Tao island, known for its lively nightlife, dive shops, and sunset views.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Phu Quoc beach resorts Triple: [Phu Quoc International Airport, servesTourismSector, Phu Quoc beach resorts]
Generated description
Phu Quoc beach resorts are a collection of coastal vacation properties on Vietnam’s Phu Quoc Island, known for their white-sand beaches, clear waters, and tropical island getaway experience.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phu Quoc beach resorts Target entity description: Phu Quoc beach resorts are a collection of coastal vacation properties on Vietnam’s Phu Quoc Island, known for their white-sand beaches, clear waters, and tropical island getaway experience.
-
A.
Ninh Chữ Beach
Ninh Chữ Beach is a scenic coastal destination in Vietnam known for its long sandy shoreline, clear waters, and suitability for swimming and water sports.
-
B.
Do Son Beach
Do Son Beach is a popular coastal resort area in northern Vietnam known for its sandy shoreline, seaside tourism, and proximity to the port city of Hai Phong.
-
C.
Anda beaches
Anda beaches are a stretch of pristine white-sand shoreline and clear turquoise waters on the eastern coast of Bohol Island in the Philippines, known for their tranquil, less-crowded setting and rich marine life.
-
D.
Ban Tai Beach
Ban Tai Beach is a long, laid-back stretch of sand on the southwest coast of Ko Pha Ngan in Thailand, known for its sunset views and proximity to the island’s party scene.
-
E.
Sairee Beach
Sairee Beach is the main tourist hub and longest stretch of sand on Thailand’s Ko Tao island, known for its lively nightlife, dive shops, and sunset views.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: servesTourismSector Context triple: [Phu Quoc International Airport, servesTourismSector, Phu Quoc beach resorts]
-
A.
hasTourismIndustry
Indicates that a place or region possesses an established tourism industry, involving organized services and activities catering to visitors and travelers.
-
B.
hasTourismFunction
chosen
Indicates that an entity serves a role or purpose related to tourism, such as attracting, accommodating, or providing services to tourists.
-
C.
tourismFrom
Indicates that tourists or visitor activity originates from one place and is directed toward another location.
-
D.
hasTourismResource
Indicates that a place, area, or entity possesses or is associated with a tourism-related resource, attraction, or facility.
-
E.
tourismAssociation
Indicates that there is an organizational or formal association related to tourism activities, services, or promotion between the involved entities.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca828153f48190bdb27ac46f8e0745 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf96ea6d881908eff5f750e0f6700 |
completed | March 30, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb1488a2e48190924f44b46f925d87 |
completed | March 31, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_69cb1732bb608190aa776f23f0dc6189 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a62569c81908709d814954f667e |
completed | March 31, 2026, 12:50 a.m. |
| PD | Predicate disambiguation | batch_69cae91687788190af9cb7aaa996d291 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:39 p.m.