Triple
T14322801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G:link light rail |
E355132
|
entity |
| Predicate | servesSuburb |
P82
|
FINISHED |
| Object |
Surfers Paradise
Surfers Paradise is a major beachfront tourist hub on Queensland’s Gold Coast, known for its high-rise skyline, nightlife, and surf beaches.
|
E69649
|
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: Surfers Paradise | Statement: [G:link light rail, servesSuburb, Surfers Paradise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Surfers Paradise Context triple: [G:link light rail, servesSuburb, Surfers Paradise]
-
A.
Surfers Paradise Beach
Surfers Paradise Beach is a famous, high-rise-lined stretch of sand and surf on Australia’s Gold Coast, known for its vibrant nightlife, tourism, and iconic beachfront skyline.
-
B.
Bondi Beach
Bondi Beach is one of Australia’s most famous surf beaches, known for its golden sand, coastal walkways, and vibrant seaside culture in Sydney.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Surfers Paradise Triple: [G:link light rail, servesSuburb, Surfers Paradise]
Generated description
Surfers Paradise is a major beachfront tourist hub on Queensland’s Gold Coast, known for its high-rise skyline, nightlife, and surf beaches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Surfers Paradise Target entity description: Surfers Paradise is a major beachfront tourist hub on Queensland’s Gold Coast, known for its high-rise skyline, nightlife, and surf beaches.
-
A.
Surfers Paradise Beach
chosen
Surfers Paradise Beach is a famous, high-rise-lined stretch of sand and surf on Australia’s Gold Coast, known for its vibrant nightlife, tourism, and iconic beachfront skyline.
-
B.
Bondi Beach
Bondi Beach is one of Australia’s most famous surf beaches, known for its golden sand, coastal walkways, and vibrant seaside culture in Sydney.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883d1de88190a1e2bf2f1b692197 |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd468e263c81909d7261bcfd949579 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4811e2808190b559d8348079ae8f |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd48d827488190b4a494d4da64ba51 |
completed | May 8, 2026, 2:22 a.m. |
Created at: April 10, 2026, 1:13 a.m.