Triple
T7613021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kitchener Public Library |
E172288
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
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.
|
E679535
|
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: Waterloo Public Library | Statement: [Kitchener Public Library, collaboratesWith, Waterloo Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterloo Public Library Context triple: [Kitchener Public Library, collaboratesWith, Waterloo Public Library]
-
A.
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.
-
B.
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.
-
C.
Woodbine Carnegie Public Library
Woodbine Carnegie Public Library is a historic Carnegie-funded public library serving the community of Woodbine, Iowa.
-
D.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
-
E.
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.
- 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: Waterloo Public Library Triple: [Kitchener Public Library, collaboratesWith, Waterloo Public Library]
Generated description
Waterloo Public Library is a public library system serving the city of Waterloo, Ontario, providing community access to books, digital resources, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterloo Public Library Target entity description: Waterloo Public Library is a public library system serving the city of Waterloo, Ontario, providing community access to books, digital resources, and educational programs.
-
A.
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.
-
B.
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.
-
C.
Woodbine Carnegie Public Library
Woodbine Carnegie Public Library is a historic Carnegie-funded public library serving the community of Woodbine, Iowa.
-
D.
Vaughan Memorial Library
Vaughan Memorial Library is the main academic library serving the students and faculty of Acadia University in Wolfville, Nova Scotia.
-
E.
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.
- 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89aa7b264819096ddeda8e4c5ddb4 |
completed | March 29, 2026, 3:21 a.m. |
| NEDg | Description generation | batch_69c89d0b32848190921807e453474ec6 |
completed | March 29, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89d6b75b881908886ea9505c0b582 |
completed | March 29, 2026, 3:32 a.m. |
Created at: March 27, 2026, 3:55 p.m.