Triple

T2687143
Position Surface form Disambiguated ID Type / Status
Subject Leslie E. Robertson E57509 entity
Predicate hasPublication P80 FINISHED
Object Reflections of a Structural Engineer
Reflections of a Structural Engineer is a memoir-style book by pioneering structural engineer Leslie E. Robertson, recounting his career designing landmark skyscrapers and complex structures around the world.
E288670 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: Reflections of a Structural Engineer | Statement: [Leslie E. Robertson, hasPublication, Reflections of a Structural Engineer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reflections of a Structural Engineer
Context triple: [Leslie E. Robertson, hasPublication, Reflections of a Structural Engineer]
  • A. In the Cause of Architecture
    "In the Cause of Architecture" is a collection of essays by Frank Lloyd Wright articulating his principles of organic architecture and his critique of conventional architectural practice.
  • B. Von Material zu Architektur
    Von Material zu Architektur is a seminal theoretical book by László Moholy-Nagy that explores the relationship between materials, technology, and modern architectural form within the Bauhaus context.
  • C. Millennium Bridge approach
    Millennium Bridge approach is the roadway and pedestrian access route leading to the Millennium Bridge in central London.
  • D. The Seven Lamps of Architecture
    The Seven Lamps of Architecture is an influential 1849 book by John Ruskin that sets out moral and aesthetic principles for architecture, emphasizing truth, beauty, and craftsmanship in building design.
  • E. Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
    The Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering is a peer-reviewed ASCE/ASME journal focusing on the assessment, management, and mitigation of risk and uncertainty in civil engineering systems and infrastructure.
  • 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: Reflections of a Structural Engineer
Triple: [Leslie E. Robertson, hasPublication, Reflections of a Structural Engineer]
Generated description
Reflections of a Structural Engineer is a memoir-style book by pioneering structural engineer Leslie E. Robertson, recounting his career designing landmark skyscrapers and complex structures around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reflections of a Structural Engineer
Target entity description: Reflections of a Structural Engineer is a memoir-style book by pioneering structural engineer Leslie E. Robertson, recounting his career designing landmark skyscrapers and complex structures around the world.
  • A. In the Cause of Architecture
    "In the Cause of Architecture" is a collection of essays by Frank Lloyd Wright articulating his principles of organic architecture and his critique of conventional architectural practice.
  • B. Von Material zu Architektur
    Von Material zu Architektur is a seminal theoretical book by László Moholy-Nagy that explores the relationship between materials, technology, and modern architectural form within the Bauhaus context.
  • C. Millennium Bridge approach
    Millennium Bridge approach is the roadway and pedestrian access route leading to the Millennium Bridge in central London.
  • D. The Seven Lamps of Architecture
    The Seven Lamps of Architecture is an influential 1849 book by John Ruskin that sets out moral and aesthetic principles for architecture, emphasizing truth, beauty, and craftsmanship in building design.
  • E. Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
    The Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering is a peer-reviewed ASCE/ASME journal focusing on the assessment, management, and mitigation of risk and uncertainty in civil engineering systems and infrastructure.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9f080108190ab662a3a064cb5a9 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa07228088190bb4942b3a25c938b completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa0ff9c10819096d06ead6dc87d04 completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1e4ffb08190a6d96665ee566ea7 completed March 10, 2026, 4:45 a.m.
Created at: March 6, 2026, 9:54 p.m.