Triple
T2016209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Ontario |
E43999
|
entity |
| Predicate | hasHistoricArea |
P5057
|
FINISHED |
| Object |
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.
|
E225832
|
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: Downtown Hespeler | Statement: [Cambridge, Ontario, hasHistoricArea, Downtown Hespeler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Hespeler Context triple: [Cambridge, Ontario, hasHistoricArea, Downtown Hespeler]
-
A.
Waterloo Village
Waterloo Village is a restored 19th-century canal town and historic site in New Jersey that showcases the state’s transportation, industrial, and rural heritage.
-
B.
Streetsville
Streetsville is a historic village-like community in northwestern Mississauga, Ontario, known for its preserved main street, small-town charm, and annual festivals.
-
C.
Waterloo East
Waterloo East is a central London railway station serving suburban and regional commuter services on the South Eastern Main Line.
-
D.
Centretown
Centretown is a central, densely populated downtown neighborhood in Ottawa, Ontario, known for its mix of residential streets, commercial corridors, and cultural institutions.
-
E.
Downtown Markham
Downtown Markham is a planned, mixed-use urban centre in Markham, Ontario, featuring residential, commercial, and entertainment spaces designed to create a walkable city core.
- 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: Downtown Hespeler Triple: [Cambridge, Ontario, hasHistoricArea, Downtown Hespeler]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Hespeler Target entity description: 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.
-
A.
Waterloo Village
Waterloo Village is a restored 19th-century canal town and historic site in New Jersey that showcases the state’s transportation, industrial, and rural heritage.
-
B.
Streetsville
Streetsville is a historic village-like community in northwestern Mississauga, Ontario, known for its preserved main street, small-town charm, and annual festivals.
-
C.
Waterloo East
Waterloo East is a central London railway station serving suburban and regional commuter services on the South Eastern Main Line.
-
D.
Centretown
Centretown is a central, densely populated downtown neighborhood in Ottawa, Ontario, known for its mix of residential streets, commercial corridors, and cultural institutions.
-
E.
Downtown Markham
Downtown Markham is a planned, mixed-use urban centre in Markham, Ontario, featuring residential, commercial, and entertainment spaces designed to create a walkable city core.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8cb16048190bc626685fbb5f707 |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aef0fe88190adf9cd218cf7d8b4 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0c1ea0388190b44af2223517129e |
completed | March 8, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c7719e881909059cef2c513a05a |
completed | March 8, 2026, 11:55 p.m. |
Created at: March 4, 2026, 7:38 p.m.