Triple
T23285800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Fremantle |
E588983
|
entity |
| Predicate | containsHeritageArea |
P143826
|
FINISHED |
| Object |
Fremantle West End Heritage Area
The Fremantle West End Heritage Area is a historic precinct in Fremantle, Western Australia, renowned for its well-preserved late 19th-century streetscapes, port-related architecture, and cultural significance.
|
E1578167
|
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: Fremantle West End Heritage Area | Statement: [City of Fremantle, containsHeritageArea, Fremantle West End Heritage Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fremantle West End Heritage Area Context triple: [City of Fremantle, containsHeritageArea, Fremantle West End Heritage Area]
-
A.
Mooloolaba Wharf precinct
Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
-
B.
Fremantle Arts Centre
Fremantle Arts Centre is a prominent multi-arts hub in Fremantle, Western Australia, known for its historic architecture, galleries, live music, and community arts programs.
-
C.
Central Business District of Perth
The Central Business District of Perth is the city’s primary commercial and cultural hub, characterized by high-rise offices, major retail precincts, and key entertainment venues along the Swan River.
-
D.
Esplanade Park, Fremantle
Esplanade Park, Fremantle is a central coastal public park in Fremantle, Western Australia, known for its large open lawns, mature Norfolk Island pine trees, and role as a venue for community events and festivals.
-
E.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
- 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: Fremantle West End Heritage Area Triple: [City of Fremantle, containsHeritageArea, Fremantle West End Heritage Area]
Generated description
The Fremantle West End Heritage Area is a historic precinct in Fremantle, Western Australia, renowned for its well-preserved late 19th-century streetscapes, port-related architecture, and cultural significance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fremantle West End Heritage Area Target entity description: The Fremantle West End Heritage Area is a historic precinct in Fremantle, Western Australia, renowned for its well-preserved late 19th-century streetscapes, port-related architecture, and cultural significance.
-
A.
Mooloolaba Wharf precinct
Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
-
B.
Fremantle Arts Centre
Fremantle Arts Centre is a prominent multi-arts hub in Fremantle, Western Australia, known for its historic architecture, galleries, live music, and community arts programs.
-
C.
Central Business District of Perth
The Central Business District of Perth is the city’s primary commercial and cultural hub, characterized by high-rise offices, major retail precincts, and key entertainment venues along the Swan River.
-
D.
Esplanade Park, Fremantle
Esplanade Park, Fremantle is a central coastal public park in Fremantle, Western Australia, known for its large open lawns, mature Norfolk Island pine trees, and role as a venue for community events and festivals.
-
E.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsHeritageArea Context triple: [City of Fremantle, containsHeritageArea, Fremantle West End Heritage Area]
-
A.
hasHeritageStatusWithin
Indicates that something holds a recognized heritage designation or status within a specified area, jurisdiction, or context.
-
B.
hasHeritageRegion
Indicates that an entity is associated with, originates from, or is culturally linked to a specific heritage region.
-
C.
isPartOfHeritage
Indicates that something belongs to, contributes to, or is recognized as a component of a broader cultural, historical, or natural heritage.
-
D.
hasHeritageValueFor
Indicates that something possesses cultural, historical, or heritage significance for a particular entity or community.
-
E.
hasHeritageDesignationInArea
chosen
Indicates that an area has been assigned a specific heritage designation or protection status.
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19647178c8190bbca5da38472ce05 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f831e788190be988f1f06727947 |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c4075bc508190ae0dc8b61c24faa0 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c411702a48190ba2964ba221394d1 |
completed | May 19, 2026, 10:53 a.m. |
| PD | Predicate disambiguation | batch_69effcecabd88190856fb6e1d993e4dd |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 4:59 p.m.