Triple

T1670772
Position Surface form Disambiguated ID Type / Status
Subject WSP Global E36118 entity
Predicate hasSubsidiary P254 FINISHED
Object WSP Australia
WSP Australia is a major engineering and professional services consultancy operating across infrastructure, transport, property, environment, and energy sectors throughout Australia.
 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 Australia | Statement: [WSP Global, hasSubsidiary, WSP Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WSP Australia
Context triple: [WSP Global, hasSubsidiary, WSP Australia]
  • 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. WSP Cantor Seinuk
    WSP Cantor Seinuk is a prominent structural engineering firm known for designing high-rise and complex buildings worldwide.
  • C. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • D. Mott MacDonald
    Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
  • E. Connell Mott MacDonald
    Connell Mott MacDonald is an engineering consultancy firm known for providing structural engineering services on major projects such as the Eureka Tower in Melbourne.
  • 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 Australia
Triple: [WSP Global, hasSubsidiary, WSP Australia]
Generated description
WSP Australia is a major engineering and professional services consultancy operating across infrastructure, transport, property, environment, and energy sectors throughout Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WSP Australia
Target entity description: WSP Australia is a major engineering and professional services consultancy operating across infrastructure, transport, property, environment, and energy sectors throughout Australia.
  • 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. WSP Cantor Seinuk
    WSP Cantor Seinuk is a prominent structural engineering firm known for designing high-rise and complex buildings worldwide.
  • C. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • D. Mott MacDonald
    Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
  • E. Connell Mott MacDonald
    Connell Mott MacDonald is an engineering consultancy firm known for providing structural engineering services on major projects such as the Eureka Tower in Melbourne.
  • 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_69ada0c87ff88190a6ebdf9566856e03 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada524a234819082f94430da4e802d completed March 8, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69ada5bc32ac8190a921410bdfa465fa completed March 8, 2026, 4:37 p.m.
Created at: March 4, 2026, 7:29 p.m.