Triple
T15815286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Ontario |
E383457
|
entity |
| Predicate | isPartOfCensusDivision |
P32184
|
FINISHED |
| Object |
Waterloo census division
Waterloo census division is an administrative region in southwestern Ontario, Canada, that encompasses several municipalities including the city of Cambridge.
|
E34744
|
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 census division | Statement: [Cambridge, Ontario, isPartOfCensusDivision, Waterloo census division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterloo census division Context triple: [Cambridge, Ontario, isPartOfCensusDivision, Waterloo census division]
-
A.
Ottawa census division
The Ottawa census division is a Canadian statistical region encompassing the city of Ottawa and surrounding communities in eastern Ontario for demographic and administrative purposes.
-
B.
Waterloo East
Waterloo East is a central London railway station serving suburban and regional commuter services on the South Eastern Main Line.
-
C.
Montreal Census Division
The Montreal Census Division is a Canadian statistical region in southwestern Quebec that encompasses the city of Montreal and several surrounding municipalities, including Dollard-des-Ormeaux.
-
D.
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.
-
E.
Waterloo, Ontario
Waterloo, Ontario is a Canadian city in the Regional Municipality of Waterloo best known as a major tech and innovation hub and home to the University of Waterloo and Wilfrid Laurier University.
- 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 census division Triple: [Cambridge, Ontario, isPartOfCensusDivision, Waterloo census division]
Generated description
Waterloo census division is an administrative region in southwestern Ontario, Canada, that encompasses several municipalities including the city of Cambridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterloo census division Target entity description: Waterloo census division is an administrative region in southwestern Ontario, Canada, that encompasses several municipalities including the city of Cambridge.
-
A.
Ottawa census division
The Ottawa census division is a Canadian statistical region encompassing the city of Ottawa and surrounding communities in eastern Ontario for demographic and administrative purposes.
-
B.
Waterloo East
Waterloo East is a central London railway station serving suburban and regional commuter services on the South Eastern Main Line.
-
C.
Montreal Census Division
The Montreal Census Division is a Canadian statistical region in southwestern Quebec that encompasses the city of Montreal and several surrounding municipalities, including Dollard-des-Ormeaux.
-
D.
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.
-
E.
Waterloo, Ontario
chosen
Waterloo, Ontario is a Canadian city in the Regional Municipality of Waterloo best known as a major tech and innovation hub and home to the University of Waterloo and Wilfrid Laurier University.
- F. None of above.
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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a219508190b8588120ec415ac7 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99959f048190ae24a072387ec233 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9ad6b29081909ff2abb2c4d866a4 |
completed | May 9, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b443280819088dbf18f7c57406b |
completed | May 9, 2026, 8:38 p.m. |
Created at: April 10, 2026, 4:49 a.m.