Triple
T5622281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maple Library |
E147635
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Vaughan Public Libraries
Vaughan Public Libraries is the public library system serving the city of Vaughan, Ontario, providing multiple branches and services to the community.
|
E537177
|
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: Vaughan Public Libraries | Statement: [Maple Library, operatedBy, Vaughan Public Libraries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaughan Public Libraries Context triple: [Maple Library, operatedBy, Vaughan Public Libraries]
-
A.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
-
B.
Thorncliffe Park Library
Thorncliffe Park Library is a public branch of the Toronto Public Library system serving the Thorncliffe Park neighborhood with books, digital resources, and community programs.
-
C.
Richmond Hill Public Library
Richmond Hill Public Library is the public library system serving the residents of Richmond Hill, Ontario with collections, programs, and community services.
-
D.
Mimico Library
Mimico Library is a public library branch serving the Mimico neighborhood of Toronto, Ontario, providing community access to books, media, and local programs.
-
E.
Kitchener Public Library
Kitchener Public Library is the main public library system serving the city of Kitchener, Ontario, providing community access to books, digital resources, and educational programs.
- 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: Vaughan Public Libraries Triple: [Maple Library, operatedBy, Vaughan Public Libraries]
Generated description
Vaughan Public Libraries is the public library system serving the city of Vaughan, Ontario, providing multiple branches and services to the community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaughan Public Libraries Target entity description: Vaughan Public Libraries is the public library system serving the city of Vaughan, Ontario, providing multiple branches and services to the community.
-
A.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
-
B.
Thorncliffe Park Library
Thorncliffe Park Library is a public branch of the Toronto Public Library system serving the Thorncliffe Park neighborhood with books, digital resources, and community programs.
-
C.
Richmond Hill Public Library
Richmond Hill Public Library is the public library system serving the residents of Richmond Hill, Ontario with collections, programs, and community services.
-
D.
Mimico Library
Mimico Library is a public library branch serving the Mimico neighborhood of Toronto, Ontario, providing community access to books, media, and local programs.
-
E.
Kitchener Public Library
Kitchener Public Library is the main public library system serving the city of Kitchener, Ontario, providing community access to books, digital resources, and educational programs.
- 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_69c00906f2a88190a992c66b13d606d4 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c022133eec819086acb04864dde5ee |
completed | March 22, 2026, 5:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d5da9cc819097281dd6aa405e62 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04ed9159481909adeb9228ce59d0e |
completed | March 22, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7b889c81909db7cb4baf40ed80 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:40 p.m.