Triple
T2016207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Ontario |
E43999
|
entity |
| Predicate | hasHistoricArea |
P5057
|
FINISHED |
| Object |
Downtown Galt
Downtown Galt is the historic core of Cambridge, Ontario, known for its 19th-century architecture, riverside setting along the Grand River, and role as a cultural and commercial hub.
|
E225830
|
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 Galt | Statement: [Cambridge, Ontario, hasHistoricArea, Downtown Galt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Galt Context triple: [Cambridge, Ontario, hasHistoricArea, Downtown Galt]
-
A.
Centretown
Centretown is a central, densely populated downtown neighborhood in Ottawa, Ontario, known for its mix of residential streets, commercial corridors, and cultural institutions.
-
B.
Northgate
Northgate is a neighborhood in north Seattle, Washington, known as a major commercial and transit hub that includes one of the city’s first shopping malls and a key light rail terminus.
-
C.
Burnaby Heights
Burnaby Heights is a historic, village-style commercial and residential neighbourhood in north Burnaby, British Columbia, known for its local shops, community events, and views over Vancouver.
-
D.
Parkwood
Parkwood is a residential neighborhood in the Far Northeast section of Philadelphia, Pennsylvania, known for its suburban-style housing and proximity to major roadways.
-
E.
Queens Quay West
Queens Quay West is a major waterfront street in Toronto lined with residential towers, parks, and cultural attractions along the shore of Lake Ontario.
- 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 Galt Triple: [Cambridge, Ontario, hasHistoricArea, Downtown Galt]
Generated description
Downtown Galt is the historic core of Cambridge, Ontario, known for its 19th-century architecture, riverside setting along the Grand River, and role as a cultural and commercial hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Galt Target entity description: Downtown Galt is the historic core of Cambridge, Ontario, known for its 19th-century architecture, riverside setting along the Grand River, and role as a cultural and commercial hub.
-
A.
Centretown
Centretown is a central, densely populated downtown neighborhood in Ottawa, Ontario, known for its mix of residential streets, commercial corridors, and cultural institutions.
-
B.
Northgate
Northgate is a neighborhood in north Seattle, Washington, known as a major commercial and transit hub that includes one of the city’s first shopping malls and a key light rail terminus.
-
C.
Burnaby Heights
Burnaby Heights is a historic, village-style commercial and residential neighbourhood in north Burnaby, British Columbia, known for its local shops, community events, and views over Vancouver.
-
D.
Parkwood
Parkwood is a residential neighborhood in the Far Northeast section of Philadelphia, Pennsylvania, known for its suburban-style housing and proximity to major roadways.
-
E.
Queens Quay West
Queens Quay West is a major waterfront street in Toronto lined with residential towers, parks, and cultural attractions along the shore of Lake Ontario.
- 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.