Triple
T9382928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hespeler, Ontario |
E225829
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Idea Exchange Hespeler
Idea Exchange Hespeler is a public library branch in the Hespeler area of Cambridge, Ontario, offering community access to books, media, and educational programs.
|
E795617
|
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: Idea Exchange Hespeler | Statement: [Hespeler, Ontario, hasPublicLibrary, Idea Exchange Hespeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Idea Exchange Hespeler Context triple: [Hespeler, Ontario, hasPublicLibrary, Idea Exchange Hespeler]
-
A.
Downtown Hespeler
Downtown Hespeler is the historic core of the former town of Hespeler, now part of Cambridge, Ontario, known for its preserved 19th- and early 20th-century streetscape, riverside setting, and small-town commercial character.
-
B.
Hespeler, Ontario
Hespeler, Ontario is a historic former town now functioning as a distinct community within the city of Cambridge in the Regional Municipality of Waterloo.
-
C.
Leaside High School
Leaside High School is a public secondary school in the Leaside neighbourhood of Toronto, known for its strong academic programs and active student community.
-
D.
Hazel McCallion Academic Learning Centre
The Hazel McCallion Academic Learning Centre is the main academic library and study hub serving students and faculty at the University of Toronto Mississauga campus.
-
E.
Kitchener Centre
Kitchener Centre is a Canadian federal electoral district located in the city of Kitchener, Ontario, represented in the House of Commons.
- 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: Idea Exchange Hespeler Triple: [Hespeler, Ontario, hasPublicLibrary, Idea Exchange Hespeler]
Generated description
Idea Exchange Hespeler is a public library branch in the Hespeler area of Cambridge, Ontario, offering community access to books, media, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Idea Exchange Hespeler Target entity description: Idea Exchange Hespeler is a public library branch in the Hespeler area of Cambridge, Ontario, offering community access to books, media, and educational programs.
-
A.
Downtown Hespeler
Downtown Hespeler is the historic core of the former town of Hespeler, now part of Cambridge, Ontario, known for its preserved 19th- and early 20th-century streetscape, riverside setting, and small-town commercial character.
-
B.
Hespeler, Ontario
Hespeler, Ontario is a historic former town now functioning as a distinct community within the city of Cambridge in the Regional Municipality of Waterloo.
-
C.
Leaside High School
Leaside High School is a public secondary school in the Leaside neighbourhood of Toronto, known for its strong academic programs and active student community.
-
D.
Hazel McCallion Academic Learning Centre
The Hazel McCallion Academic Learning Centre is the main academic library and study hub serving students and faculty at the University of Toronto Mississauga campus.
-
E.
Kitchener Centre
Kitchener Centre is a Canadian federal electoral district located in the city of Kitchener, Ontario, represented in the House of Commons.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c11d648190b03cedbce0b72c60 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100ddec0c8190854fb5db36e840db |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d1018738ec819098ccb9b7d37bb967 |
completed | April 4, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1024cfedc81908a97b5fe4970719a |
completed | April 4, 2026, 12:21 p.m. |
Created at: March 30, 2026, 7:44 p.m.