Triple
T21420891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bundaberg Regional Council |
E528433
|
entity |
| Predicate | governingBodyOf |
P479
|
FINISHED |
| Object | Bundaberg Regional Libraries |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bundaberg Regional Libraries | Statement: [Bundaberg Regional Council, governingBodyOf, Bundaberg Regional Libraries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bundaberg Regional Libraries Context triple: [Bundaberg Regional Council, governingBodyOf, Bundaberg Regional Libraries]
-
A.
Maroochydore Library
Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
-
B.
Sunshine Coast Libraries
Sunshine Coast Libraries is the public library network serving Queensland’s Sunshine Coast region, providing community access to books, digital resources, and cultural programs across multiple branches.
-
C.
Brisbane City Council Library Service
Brisbane City Council Library Service is the public library network for Brisbane, Australia, providing community access to books, digital resources, programs, and information services across the city.
-
D.
Nambour Library
Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
-
E.
Brisbane Public Library
Brisbane Public Library was the earlier name of what is now the State Library of Queensland, the main public reference and research library for the state of Queensland, Australia.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bundaberg Regional Libraries Target entity description: Bundaberg Regional Libraries is the public library service network for the Bundaberg region in Queensland, Australia, providing community access to books, digital resources, and educational programs.
-
A.
Maroochydore Library
Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
-
B.
Sunshine Coast Libraries
Sunshine Coast Libraries is the public library network serving Queensland’s Sunshine Coast region, providing community access to books, digital resources, and cultural programs across multiple branches.
-
C.
Brisbane City Council Library Service
Brisbane City Council Library Service is the public library network for Brisbane, Australia, providing community access to books, digital resources, programs, and information services across the city.
-
D.
Nambour Library
Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
-
E.
Brisbane Public Library
Brisbane Public Library was the earlier name of what is now the State Library of Queensland, the main public reference and research library for the state of Queensland, Australia.
- F. None of above. chosen
Provenance (2 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee62d392e08190b7f378005afc9026 |
completed | April 26, 2026, 7:09 p.m. |
Created at: April 16, 2026, 5:48 p.m.