Triple
T7921844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yellowhead Highway |
E183961
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
North Battleford
North Battleford is a small city in west-central Saskatchewan, Canada, known as a regional service and transportation hub for the surrounding agricultural area.
|
E708249
|
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: North Battleford | Statement: [Yellowhead Highway, passesThrough, North Battleford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Battleford Context triple: [Yellowhead Highway, passesThrough, North Battleford]
-
A.
Grande Prairie
Grande Prairie is a mid-sized city in northwestern Alberta, Canada, known as a regional hub for agriculture, energy, and forestry.
-
B.
Medicine Hat
Medicine Hat is a mid-sized city in southeastern Alberta, Canada, known for its natural gas reserves and nickname "The Gas City."
-
C.
Nanton
Nanton is a small town in southern Alberta, Canada, known for its historic grain elevators, aviation museum, and location along a major north–south transportation corridor.
-
D.
Lloydminster
Lloydminster is a unique Canadian city that straddles the border between Alberta and Saskatchewan, functioning as a single municipality in two provinces.
-
E.
Swift Current
Swift Current is a small city in southwestern Saskatchewan, Canada, known as a regional service and agricultural center along the Trans-Canada Highway.
- 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: North Battleford Triple: [Yellowhead Highway, passesThrough, North Battleford]
Generated description
North Battleford is a small city in west-central Saskatchewan, Canada, known as a regional service and transportation hub for the surrounding agricultural area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Battleford Target entity description: North Battleford is a small city in west-central Saskatchewan, Canada, known as a regional service and transportation hub for the surrounding agricultural area.
-
A.
Grande Prairie
Grande Prairie is a mid-sized city in northwestern Alberta, Canada, known as a regional hub for agriculture, energy, and forestry.
-
B.
Medicine Hat
Medicine Hat is a mid-sized city in southeastern Alberta, Canada, known for its natural gas reserves and nickname "The Gas City."
-
C.
Nanton
Nanton is a small town in southern Alberta, Canada, known for its historic grain elevators, aviation museum, and location along a major north–south transportation corridor.
-
D.
Lloydminster
Lloydminster is a unique Canadian city that straddles the border between Alberta and Saskatchewan, functioning as a single municipality in two provinces.
-
E.
Swift Current
Swift Current is a small city in southwestern Saskatchewan, Canada, known as a regional service and agricultural center along the Trans-Canada Highway.
- 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_69ca828efbe48190bd48482650182e79 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a9499cc8190b6bd81f4625c77ab |
completed | March 31, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc5643fd3081908fc9a413a7920145 |
completed | March 31, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69cc58a76b90819092de63b3b23e70af |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cfccc9c8190adcbaee96c17711e |
completed | March 31, 2026, 11:47 p.m. |
Created at: March 30, 2026, 5:06 p.m.