Triple

T5633129
Position Surface form Disambiguated ID Type / Status
Subject Millennium Bridge London E147879 entity
Predicate lightingDesigner P25110 FINISHED
Object Speirs and Major Associates
Speirs and Major Associates is a renowned architectural lighting design practice known for creating innovative and dramatic illumination schemes for major buildings and public spaces worldwide.
 E538469 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: Speirs and Major Associates | Statement: [Millennium Bridge London, lightingDesigner, Speirs and Major Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Speirs and Major Associates
Context triple: [Millennium Bridge London, lightingDesigner, Speirs and Major Associates]
  • A. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • B. Adamson Associates
    Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
  • C. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • D. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • E. Odell Associates
    Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
  • 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: Speirs and Major Associates
Triple: [Millennium Bridge London, lightingDesigner, Speirs and Major Associates]
Generated description
Speirs and Major Associates is a renowned architectural lighting design practice known for creating innovative and dramatic illumination schemes for major buildings and public spaces worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Speirs and Major Associates
Target entity description: Speirs and Major Associates is a renowned architectural lighting design practice known for creating innovative and dramatic illumination schemes for major buildings and public spaces worldwide.
  • A. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • B. Adamson Associates
    Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
  • C. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • D. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • E. Odell Associates
    Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225ff3248190b93c9f5887553fd4 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d69128881909870e8901f967e80 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 3:41 p.m.