Triple
T19144249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gungahlin |
E468637
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Gungahlin Library
Gungahlin Library is a public library in the Gungahlin district of Canberra, Australia, providing community access to books, digital resources, and library services.
|
E1360677
|
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: Gungahlin Library | Statement: [Gungahlin, hasFacility, Gungahlin Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gungahlin Library Context triple: [Gungahlin, hasFacility, Gungahlin Library]
-
A.
Beerwah Library
Beerwah Library is a public library serving the Beerwah community in Queensland, Australia, providing access to books, digital resources, and community programs.
-
B.
Blacktown City Library
Blacktown City Library is a public library service in Blacktown, New South Wales, providing community access to books, digital resources, and educational programs.
-
C.
Dirranbandi Library
Dirranbandi Library is a small public library serving the rural community of Dirranbandi in Queensland, Australia, providing access to books, information services, and local programs.
-
D.
Melbourne Public Library
Melbourne Public Library was the original name of what is now State Library Victoria, a major public research and reference library in Melbourne, Australia.
-
E.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
- 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: Gungahlin Library Triple: [Gungahlin, hasFacility, Gungahlin Library]
Generated description
Gungahlin Library is a public library in the Gungahlin district of Canberra, Australia, providing community access to books, digital resources, and library services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gungahlin Library Target entity description: Gungahlin Library is a public library in the Gungahlin district of Canberra, Australia, providing community access to books, digital resources, and library services.
-
A.
Beerwah Library
Beerwah Library is a public library serving the Beerwah community in Queensland, Australia, providing access to books, digital resources, and community programs.
-
B.
Blacktown City Library
Blacktown City Library is a public library service in Blacktown, New South Wales, providing community access to books, digital resources, and educational programs.
-
C.
Dirranbandi Library
Dirranbandi Library is a small public library serving the rural community of Dirranbandi in Queensland, Australia, providing access to books, information services, and local programs.
-
D.
Melbourne Public Library
Melbourne Public Library was the original name of what is now State Library Victoria, a major public research and reference library in Melbourne, Australia.
-
E.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e977fa208190aa8cafd0966599c6 |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f24e34c4819090954c2b79ab20bb |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f366e514819080de839bdde22fc2 |
completed | May 15, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.