Triple
T2595918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandurah |
E58229
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Halls Head Beach
Halls Head Beach is a popular coastal beach in Mandurah, Western Australia, known for its white sand, surf breaks, and scenic Indian Ocean views.
|
E289162
|
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: Halls Head Beach | Statement: [Mandurah, hasAttraction, Halls Head Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halls Head Beach Context triple: [Mandurah, hasAttraction, Halls Head Beach]
-
A.
Burleigh Heads Beach
Burleigh Heads Beach is a popular Gold Coast surf and swimming beach known for its consistent waves, scenic headland, and relaxed coastal atmosphere.
-
B.
Wategos Beach
Wategos Beach is a sheltered, picturesque surf beach near Cape Byron in New South Wales, Australia, known for its clear waters, scenic headland views, and relaxed atmosphere.
-
C.
Coolum Beach
Coolum Beach is a coastal resort town on Queensland’s Sunshine Coast in Australia, known for its surf beaches, relaxed holiday atmosphere, and nearby Mount Coolum.
-
D.
Terrigal Beach
Terrigal Beach is a popular surf and holiday destination on New South Wales’ Central Coast, known for its sweeping sandy shoreline, coastal promenade, and nearby cafes and restaurants.
-
E.
Shelly Beach
Shelly Beach is a coastal resort town on South Africa’s KwaZulu-Natal South Coast, known for its sandy beaches, diving and snorkeling spots, and popular 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: Halls Head Beach Triple: [Mandurah, hasAttraction, Halls Head Beach]
Generated description
Halls Head Beach is a popular coastal beach in Mandurah, Western Australia, known for its white sand, surf breaks, and scenic Indian Ocean views.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halls Head Beach Target entity description: Halls Head Beach is a popular coastal beach in Mandurah, Western Australia, known for its white sand, surf breaks, and scenic Indian Ocean views.
-
A.
Burleigh Heads Beach
Burleigh Heads Beach is a popular Gold Coast surf and swimming beach known for its consistent waves, scenic headland, and relaxed coastal atmosphere.
-
B.
Wategos Beach
Wategos Beach is a sheltered, picturesque surf beach near Cape Byron in New South Wales, Australia, known for its clear waters, scenic headland views, and relaxed atmosphere.
-
C.
Coolum Beach
Coolum Beach is a coastal resort town on Queensland’s Sunshine Coast in Australia, known for its surf beaches, relaxed holiday atmosphere, and nearby Mount Coolum.
-
D.
Terrigal Beach
Terrigal Beach is a popular surf and holiday destination on New South Wales’ Central Coast, known for its sweeping sandy shoreline, coastal promenade, and nearby cafes and restaurants.
-
E.
Shelly Beach
Shelly Beach is a coastal resort town on South Africa’s KwaZulu-Natal South Coast, known for its sandy beaches, diving and snorkeling spots, and popular holiday 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd42978f881909f217e7ec9ac3144 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0490328819093e78ca7b3a30af5 |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa403e77081909f0beeca3d36fe30 |
completed | March 10, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa4621900819087987963cb64896b |
completed | March 10, 2026, 4:56 a.m. |
Created at: March 6, 2026, 9:49 p.m.