Triple
T1670771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WSP Global |
E36118
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
WSP UK
WSP UK is the United Kingdom arm of WSP Global, providing multidisciplinary engineering, environmental, and professional consulting services across infrastructure and built-environment projects.
|
E36118
|
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: WSP UK | Statement: [WSP Global, hasSubsidiary, WSP UK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WSP UK Context triple: [WSP Global, hasSubsidiary, WSP UK]
-
A.
WSP Global
WSP Global is a Canadian-based multinational professional services firm specializing in engineering, design, and consulting for infrastructure, environmental, building, and transportation projects worldwide.
-
B.
Mott MacDonald
Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
-
C.
Arup Associates
Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
-
D.
WSP Cantor Seinuk
WSP Cantor Seinuk is a prominent structural engineering firm known for designing high-rise and complex buildings worldwide.
-
E.
Chapman Taylor
Chapman Taylor is an international architectural practice known for designing large-scale retail, leisure, and mixed-use developments.
- 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: WSP UK Triple: [WSP Global, hasSubsidiary, WSP UK]
Generated description
WSP UK is the United Kingdom arm of WSP Global, providing multidisciplinary engineering, environmental, and professional consulting services across infrastructure and built-environment projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WSP UK Target entity description: WSP UK is the United Kingdom arm of WSP Global, providing multidisciplinary engineering, environmental, and professional consulting services across infrastructure and built-environment projects.
-
A.
WSP Global
chosen
WSP Global is a Canadian-based multinational professional services firm specializing in engineering, design, and consulting for infrastructure, environmental, building, and transportation projects worldwide.
-
B.
Mott MacDonald
Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
-
C.
Arup Associates
Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
-
D.
WSP Cantor Seinuk
WSP Cantor Seinuk is a prominent structural engineering firm known for designing high-rise and complex buildings worldwide.
-
E.
Chapman Taylor
Chapman Taylor is an international architectural practice known for designing large-scale retail, leisure, and mixed-use developments.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa624285bc8190a763e99e548a3294 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ac15c3c8190ba730217efd69a77 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad9575acf88190aa3fe80794534dd4 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97a7128c819097ff36216f00d4f9 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:29 p.m.