Triple
T4321108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Valley Shenzhen |
E96517
|
entity |
| Predicate | hasThematicArea |
P28568
|
FINISHED |
| Object |
Sunshine Beach
Sunshine Beach is a seaside-themed recreational area within the Happy Valley amusement park in Shenzhen, China, featuring water attractions and beach-style leisure activities.
|
E432226
|
NE FINISHED |
How this triple was built (4 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: Sunshine Beach | Statement: [Happy Valley Shenzhen, hasThematicArea, Sunshine Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunshine Beach Context triple: [Happy Valley Shenzhen, hasThematicArea, Sunshine Beach]
-
A.
Sunshine Beach
Sunshine Beach is a coastal suburb on Queensland’s Sunshine Coast known for its long sandy beach, surf breaks, and relaxed village atmosphere.
-
B.
Maroochydore Beach
Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
-
C.
Coolangatta Beach
Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
-
D.
Avoca Beach
Avoca Beach is a popular coastal town and surf beach on the New South Wales Central Coast, known for its scenic shoreline and relaxed holiday atmosphere.
-
E.
Shelly Beach
Shelly Beach is a popular coastal beach near Port Macquarie, New South Wales, known for its scenic shoreline and relaxed seaside atmosphere.
- 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: Sunshine Beach Triple: [Happy Valley Shenzhen, hasThematicArea, Sunshine Beach]
Generated description
Sunshine Beach is a seaside-themed recreational area within the Happy Valley amusement park in Shenzhen, China, featuring water attractions and beach-style leisure activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunshine Beach Target entity description: Sunshine Beach is a seaside-themed recreational area within the Happy Valley amusement park in Shenzhen, China, featuring water attractions and beach-style leisure activities.
-
A.
Sunshine Beach
Sunshine Beach is a coastal suburb on Queensland’s Sunshine Coast known for its long sandy beach, surf breaks, and relaxed village atmosphere.
-
B.
Maroochydore Beach
Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
-
C.
Coolangatta Beach
Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
-
D.
Avoca Beach
Avoca Beach is a popular coastal town and surf beach on the New South Wales Central Coast, known for its scenic shoreline and relaxed holiday atmosphere.
-
E.
Shelly Beach
Shelly Beach is a popular coastal beach near Port Macquarie, New South Wales, known for its scenic shoreline and relaxed seaside atmosphere.
- F. None of above. chosen
Provenance (5 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3511608dc8190afe912aa605ecace |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d08d70408190aca5793a480cf54f |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:12 p.m.