Triple
T14617255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blacktown |
E343116
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
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.
|
E1110766
|
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: Blacktown City Library | Statement: [Blacktown, hasLibrary, Blacktown City Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blacktown City Library Context triple: [Blacktown, hasLibrary, Blacktown City 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.
Lithgow Public Library
Lithgow Public Library is a historic public library serving as a key cultural and educational institution in Augusta, Maine.
-
C.
Lithgow Public Library
Lithgow Public Library is a public library that serves as a community resource center, providing access to books, information, and educational programs for local residents.
-
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.
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: Blacktown City Library Triple: [Blacktown, hasLibrary, Blacktown City Library]
Generated description
Blacktown City Library is a public library service in Blacktown, New South Wales, providing community access to books, digital resources, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blacktown City Library Target entity description: Blacktown City Library is a public library service in Blacktown, New South Wales, providing community access to books, digital resources, and educational programs.
-
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.
Lithgow Public Library
Lithgow Public Library is a historic public library serving as a key cultural and educational institution in Augusta, Maine.
-
C.
Lithgow Public Library
Lithgow Public Library is a public library that serves as a community resource center, providing access to books, information, and educational programs for local residents.
-
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.
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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46439b88190a4affcc7ccedab6b |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda924c7308190931c03fbac57b0bf |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb234bc1c8190a85c802dfcfa7909 |
completed | May 8, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb36bd50c8190a8af992fe4b12bb6 |
completed | May 8, 2026, 9:57 a.m. |
Created at: April 10, 2026, 1:25 a.m.