Triple

T4622119
Position Surface form Disambiguated ID Type / Status
Subject Auckland Harbour Bridge E101009 entity
Predicate architect P184 FINISHED
Object G. Maunsell & Partners
G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
 E456547 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: G. Maunsell & Partners | Statement: [Auckland Harbour Bridge, architect, G. Maunsell & Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G. Maunsell & Partners
Context triple: [Auckland Harbour Bridge, architect, G. Maunsell & Partners]
  • A. SimpsonHaugh and Partners
    SimpsonHaugh and Partners is a British architectural practice known for designing prominent contemporary high-rise and mixed-use buildings, particularly in Manchester and other UK cities.
  • B. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • C. Mott MacDonald
    Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
  • D. Chapman Taylor
    Chapman Taylor is an international architectural practice known for designing large-scale retail, leisure, and mixed-use developments.
  • E. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • 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: G. Maunsell & Partners
Triple: [Auckland Harbour Bridge, architect, G. Maunsell & Partners]
Generated description
G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G. Maunsell & Partners
Target entity description: G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
  • A. SimpsonHaugh and Partners
    SimpsonHaugh and Partners is a British architectural practice known for designing prominent contemporary high-rise and mixed-use buildings, particularly in Manchester and other UK cities.
  • B. Arup Associates
    Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
  • C. Mott MacDonald
    Mott MacDonald is a global engineering, management, and development consultancy known for its work on major infrastructure projects worldwide.
  • D. Chapman Taylor
    Chapman Taylor is an international architectural practice known for designing large-scale retail, leisure, and mixed-use developments.
  • E. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0374308190aeaffc9d866a3742 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa9b38f08190b7d96d9d72495cb9 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb385ccc8190ab8de82c6df645cf completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbcdb6d881909feb3a6be81a567f completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:12 p.m.