Triple
T18665115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halifax urban road network |
E456303
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Halifax Regional Municipality transportation system
The Halifax Regional Municipality transportation system is the integrated network of roads, public transit, ferries, and active transportation infrastructure that moves people and goods throughout the greater Halifax area in Nova Scotia, Canada.
|
E456303
|
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: Halifax Regional Municipality transportation system | Statement: [Halifax urban road network, partOf, Halifax Regional Municipality transportation system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halifax Regional Municipality transportation system Context triple: [Halifax urban road network, partOf, Halifax Regional Municipality transportation system]
-
A.
Halifax Regional Municipality
Halifax Regional Municipality is the capital region and largest urban center of Nova Scotia, Canada, encompassing the city of Halifax and surrounding communities.
-
B.
Halifax urban road network
The Halifax urban road network is the system of streets, avenues, and arterial routes that supports everyday vehicular movement and connects key destinations throughout the Halifax Regional Municipality in Nova Scotia, Canada.
-
C.
Halifax Transit
Halifax Transit is the public transportation agency that operates bus and ferry services throughout the Halifax Regional Municipality in Nova Scotia, Canada.
-
D.
Halifax Regional Council
Halifax Regional Council is the elected municipal governing body responsible for setting policies, budgets, and strategic direction for the Halifax Regional Municipality in Nova Scotia, Canada.
-
E.
Durham Region Transit
Durham Region Transit is the public transportation agency serving Ontario's Regional Municipality of Durham with bus services connecting its cities and towns to each other and to the Greater Toronto Area.
- 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: Halifax Regional Municipality transportation system Triple: [Halifax urban road network, partOf, Halifax Regional Municipality transportation system]
Generated description
The Halifax Regional Municipality transportation system is the integrated network of roads, public transit, ferries, and active transportation infrastructure that moves people and goods throughout the greater Halifax area in Nova Scotia, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halifax Regional Municipality transportation system Target entity description: The Halifax Regional Municipality transportation system is the integrated network of roads, public transit, ferries, and active transportation infrastructure that moves people and goods throughout the greater Halifax area in Nova Scotia, Canada.
-
A.
Halifax Regional Municipality
Halifax Regional Municipality is the capital region and largest urban center of Nova Scotia, Canada, encompassing the city of Halifax and surrounding communities.
-
B.
Halifax urban road network
chosen
The Halifax urban road network is the system of streets, avenues, and arterial routes that supports everyday vehicular movement and connects key destinations throughout the Halifax Regional Municipality in Nova Scotia, Canada.
-
C.
Halifax Transit
Halifax Transit is the public transportation agency that operates bus and ferry services throughout the Halifax Regional Municipality in Nova Scotia, Canada.
-
D.
Halifax Regional Council
Halifax Regional Council is the elected municipal governing body responsible for setting policies, budgets, and strategic direction for the Halifax Regional Municipality in Nova Scotia, Canada.
-
E.
Durham Region Transit
Durham Region Transit is the public transportation agency serving Ontario's Regional Municipality of Durham with bus services connecting its cities and towns to each other and to the Greater Toronto Area.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5508e02788190bdea6099f08db4f0 |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a051728ac508190a0c2640e8102ebb6 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05196f9d788190a239274167986a00 |
completed | May 14, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a051abf2e2c81909c5baca205235ce8 |
completed | May 14, 2026, 12:43 a.m. |
Created at: April 10, 2026, 11:48 a.m.