Triple
T8961534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brantford Transit |
E214016
|
entity |
| Predicate | terminalLocation |
P85899
|
FINISHED |
| Object | downtown Brantford |
E189104
|
NE FINISHED |
How this triple was built (3 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 Brantford | Statement: [Brantford Transit, terminalLocation, downtown Brantford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Brantford Context triple: [Brantford Transit, terminalLocation, downtown Brantford]
-
A.
Brantford railway station
Brantford railway station is a historic passenger rail station in Brantford, Ontario, Canada, serving as a stop on VIA Rail’s Quebec City–Windsor Corridor.
-
B.
Brantford campus
chosen
Brantford campus is Wilfrid Laurier University’s downtown Brantford location, known for its integrated urban setting and programs in social sciences, liberal arts, and community-focused studies.
-
C.
Downtown Hamilton
Downtown Hamilton is the central business and commercial district of Hamilton, Ontario, known for its dense urban core, transit hub functions, and mix of offices, shops, and cultural venues.
-
D.
Grand River Avenue commercial district
The Grand River Avenue commercial district is a bustling retail and entertainment corridor in East Lansing known for its shops, restaurants, and nightlife serving the Michigan State University community.
-
E.
Brantford
Brantford is a city in southwestern Ontario, Canada, known as the hometown of hockey legend Wayne Gretzky and for its historic role in the development of telephone technology.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: terminalLocation Context triple: [Brantford Transit, terminalLocation, downtown Brantford]
-
A.
terminalName
Indicates the name or label assigned to a specific terminal or endpoint within a system or network.
-
B.
laterLocation
Indicates that an entity is located at a specified place at a later time than some reference time or earlier location.
-
C.
targetLocation
Indicates the specific place or destination toward which an action, movement, or effect is directed.
-
D.
testLocation
Indicates the place or environment where a test, examination, or experimental procedure is conducted.
-
E.
locationOfCommand
Indicates that a specified place or facility serves as the site from which a particular command or authority is exercised.
- 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_69ca839cd6008190a1546a701a56710c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6748baa88190ac54e701dc4d6212 |
completed | April 1, 2026, 12:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc94e088881909506b229d1fff44a |
completed | April 3, 2026, 2:06 p.m. |
| PD | Predicate disambiguation | batch_69cc5ed74d288190b712d739805579dc |
completed | March 31, 2026, 11:55 p.m. |
| PDg | Predicate description generation | batch_69cc5f887108819096d45a186fc137b3 |
completed | March 31, 2026, 11:58 p.m. |
Created at: March 30, 2026, 7 p.m.