Triple
T9866826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Mann Bridge |
E239853
|
entity |
| Predicate | engineeringFirm |
P26681
|
FINISHED |
| Object |
TY Lin International
TY Lin International is a global civil and structural engineering firm known for designing major transportation infrastructure projects, including long-span bridges.
|
E825847
|
NE FINISHED |
How this triple was built (5 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: TY Lin International | Statement: [Port Mann Bridge, engineeringFirm, TY Lin International]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TY Lin International Context triple: [Port Mann Bridge, engineeringFirm, TY Lin International]
-
A.
I. M. Pei & Associates
I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
-
B.
César Pelli & Associates
César Pelli & Associates is an architectural firm renowned for designing prominent modern skyscrapers and urban landmarks around the world.
-
C.
HKS Architects
HKS Architects is a global architecture firm known for designing large-scale commercial, mixed-use, and hospitality projects.
-
D.
Kohn Pedersen Fox
Kohn Pedersen Fox is a prominent American architecture firm known for designing major skyscrapers and large-scale urban projects worldwide.
-
E.
Skidmore, Owings & Merrill
Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
- 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: TY Lin International Triple: [Port Mann Bridge, engineeringFirm, TY Lin International]
Generated description
TY Lin International is a global civil and structural engineering firm known for designing major transportation infrastructure projects, including long-span bridges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TY Lin International Target entity description: TY Lin International is a global civil and structural engineering firm known for designing major transportation infrastructure projects, including long-span bridges.
-
A.
I. M. Pei & Associates
I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
-
B.
César Pelli & Associates
César Pelli & Associates is an architectural firm renowned for designing prominent modern skyscrapers and urban landmarks around the world.
-
C.
HKS Architects
HKS Architects is a global architecture firm known for designing large-scale commercial, mixed-use, and hospitality projects.
-
D.
Kohn Pedersen Fox
Kohn Pedersen Fox is a prominent American architecture firm known for designing major skyscrapers and large-scale urban projects worldwide.
-
E.
Skidmore, Owings & Merrill
Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: engineeringFirm Context triple: [Port Mann Bridge, engineeringFirm, TY Lin International]
-
A.
architectureFirm
Indicates that one entity is an architecture firm responsible for providing architectural services or design work to another entity.
-
B.
constructionCompany
Indicates a relationship where an entity functions as a company engaged in construction-related activities or services for another entity or project.
-
C.
designOrganization
chosen
Indicates that one entity is responsible for planning, creating, or structuring another entity, typically in an official or professional capacity.
-
D.
architectEngaged
Indicates that an architect has been formally hired or contracted to provide architectural services for a project or client.
-
E.
hasStructuralEngineer
Indicates that an entity is associated with or employs a structural engineer responsible for its structural design, analysis, or integrity.
- F. None of above.
Provenance (6 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d209ac8190b9bc9ff017a132da |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e4544d008190a70ec0d490da8ef2 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
| PD | Predicate disambiguation | batch_69cd1d7621d48190aa6a6f34399514b0 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:36 p.m.