Triple
T14256909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, Nova Scotia |
E353406
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
Highway 104 (Nova Scotia)
Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
|
E1090173
|
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: Highway 104 (Nova Scotia) | Statement: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 104 (Nova Scotia) Context triple: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
-
A.
Nova Scotia Highway 102
Nova Scotia Highway 102 is a major controlled-access highway in Nova Scotia that connects Halifax to Truro and serves as a key route linking the Halifax Regional Municipality to the rest of the province.
-
B.
Nova Scotia Highway 6
Nova Scotia Highway 6 is a provincial highway in northern Nova Scotia that runs along the Northumberland Strait, connecting several coastal communities including Pugwash.
-
C.
Manitoba Highway 101
Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
-
D.
Highway 10 (Saskatchewan)
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
-
E.
Highway 1 (Manitoba)
Highway 1 (Manitoba) is the main east–west provincial segment of the Trans-Canada Highway running across southern Manitoba, connecting major centers such as Winnipeg with neighboring provinces.
- 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: Highway 104 (Nova Scotia) Triple: [Amherst, Nova Scotia, majorHighway, Highway 104 (Nova Scotia)]
Generated description
Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 104 (Nova Scotia) Target entity description: Highway 104 (Nova Scotia) is a key east–west provincial highway forming part of the Trans-Canada Highway, connecting communities across northern Nova Scotia and linking the province to New Brunswick.
-
A.
Nova Scotia Highway 102
Nova Scotia Highway 102 is a major controlled-access highway in Nova Scotia that connects Halifax to Truro and serves as a key route linking the Halifax Regional Municipality to the rest of the province.
-
B.
Nova Scotia Highway 6
Nova Scotia Highway 6 is a provincial highway in northern Nova Scotia that runs along the Northumberland Strait, connecting several coastal communities including Pugwash.
-
C.
Manitoba Highway 101
Manitoba Highway 101 is a major provincial ring road forming part of the Perimeter Highway around Winnipeg, facilitating traffic flow and bypassing the city.
-
D.
Highway 10 (Saskatchewan)
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
-
E.
Highway 1 (Manitoba)
Highway 1 (Manitoba) is the main east–west provincial segment of the Trans-Canada Highway running across southern Manitoba, connecting major centers such as Winnipeg with neighboring provinces.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de62992a188190bc046fbab5a149d6 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325f213881909acf776ff4831c30 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd3417e8e88190b099bfe4ba30f364 |
completed | May 8, 2026, 12:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd37df3dfc8190a594abb2c14e11bb |
completed | May 8, 2026, 1:09 a.m. |
Created at: April 10, 2026, 1:09 a.m.