Triple
T7626691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern |
E172651
|
entity |
| Predicate | hasPublicLibrarySystem |
P10267
|
FINISHED |
| Object |
Toronto Public Library
Toronto Public Library is the public library system serving the city of Toronto, Canada, and is one of the largest and most-used public library systems in the world.
|
E680875
|
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: Toronto Public Library | Statement: [Malvern, hasPublicLibrarySystem, Toronto Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto Public Library Context triple: [Malvern, hasPublicLibrarySystem, Toronto Public Library]
-
A.
North York Central Library
North York Central Library is a major branch of the Toronto Public Library system, serving as a key community and research hub in the North York district of Toronto, Canada.
-
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.
Waterloo Public Library
Waterloo Public Library is a public library system serving the city of Waterloo, Ontario, providing community access to books, digital resources, and educational programs.
-
D.
Westmount Public Library
Westmount Public Library is a historic English-language public library in the city of Westmount, Quebec, known for serving the local community with extensive collections and cultural programs.
-
E.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
- 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: Toronto Public Library Triple: [Malvern, hasPublicLibrarySystem, Toronto Public Library]
Generated description
Toronto Public Library is the public library system serving the city of Toronto, Canada, and is one of the largest and most-used public library systems in the world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toronto Public Library Target entity description: Toronto Public Library is the public library system serving the city of Toronto, Canada, and is one of the largest and most-used public library systems in the world.
-
A.
North York Central Library
North York Central Library is a major branch of the Toronto Public Library system, serving as a key community and research hub in the North York district of Toronto, Canada.
-
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.
Waterloo Public Library
Waterloo Public Library is a public library system serving the city of Waterloo, Ontario, providing community access to books, digital resources, and educational programs.
-
D.
Westmount Public Library
Westmount Public Library is a historic English-language public library in the city of Westmount, Quebec, known for serving the local community with extensive collections and cultural programs.
-
E.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa8150ac8190908aec411b0f4e50 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a212d0888190a40cdf32ef53d993 |
completed | March 29, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_69c8a30d3fac8190bec7e2748bc8f17e |
completed | March 29, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3d2e660819099f90a9e43310381 |
completed | March 29, 2026, 4 a.m. |
Created at: March 27, 2026, 3:56 p.m.