Triple
T22882088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Boroondara |
E567501
|
entity |
| Predicate | hasLibraryService |
P6787
|
FINISHED |
| Object |
Boroondara Library Service
Boroondara Library Service is the public library network serving Melbourne’s City of Boroondara, offering community access to books, digital resources, programs, and local information across multiple branches.
|
E1559064
|
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: Boroondara Library Service | Statement: [City of Boroondara, hasLibraryService, Boroondara Library Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boroondara Library Service Context triple: [City of Boroondara, hasLibraryService, Boroondara Library Service]
-
A.
Bungendore Library
Bungendore Library is a public library serving the community of Bungendore, New South Wales, by providing access to books, information resources, and local services.
-
B.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
-
C.
Thornlie Library
Thornlie Library is a public library in the Perth suburb of Thornlie, Western Australia, providing community access to books, digital resources, and local programs.
-
D.
Playford Civic Centre Library
Playford Civic Centre Library is a public library located within the Playford Civic Centre complex in Elizabeth, South Australia, serving as a key community hub for learning, resources, and events.
-
E.
Boorowa Library
Boorowa Library is a public library serving the community of Boorowa, New South Wales, by providing access to books, information resources, and local services.
- 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: Boroondara Library Service Triple: [City of Boroondara, hasLibraryService, Boroondara Library Service]
Generated description
Boroondara Library Service is the public library network serving Melbourne’s City of Boroondara, offering community access to books, digital resources, programs, and local information across multiple branches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boroondara Library Service Target entity description: Boroondara Library Service is the public library network serving Melbourne’s City of Boroondara, offering community access to books, digital resources, programs, and local information across multiple branches.
-
A.
Bungendore Library
Bungendore Library is a public library serving the community of Bungendore, New South Wales, by providing access to books, information resources, and local services.
-
B.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
-
C.
Thornlie Library
Thornlie Library is a public library in the Perth suburb of Thornlie, Western Australia, providing community access to books, digital resources, and local programs.
-
D.
Playford Civic Centre Library
Playford Civic Centre Library is a public library located within the Playford Civic Centre complex in Elizabeth, South Australia, serving as a key community hub for learning, resources, and events.
-
E.
Boorowa Library
Boorowa Library is a public library serving the community of Boorowa, New South Wales, by providing access to books, information resources, and local services.
- 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_69e2458a92ec81908fc1cd5f6407d2ab |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17f5cd98c8190b3c31ffd4c066331 |
completed | April 29, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bae9e1a24819087d826cf677fcad5 |
completed | May 19, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a0bb08f167081908ff4bd13e291afb5 |
completed | May 19, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bb10db81c8190a23d57c422a71675 |
completed | May 19, 2026, 12:38 a.m. |
Created at: April 17, 2026, 3:39 p.m.