Triple

T2424921
Position Surface form Disambiguated ID Type / Status
Subject Expo 85 E53503 entity
Predicate theme P261 FINISHED
Object Dwellings and surroundings – Science and technology for man at home
"Dwellings and surroundings – Science and technology for man at home" was the central theme of Expo 85, focusing on how scientific and technological advances could improve everyday living environments and domestic life.
E265816 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: Dwellings and surroundings – Science and technology for man at home | Statement: [Expo 85, theme, Dwellings and surroundings – Science and technology for man at home]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dwellings and surroundings – Science and technology for man at home
Context triple: [Expo 85, theme, Dwellings and surroundings – Science and technology for man at home]
  • A. Ekistics: An Introduction to the Science of Human Settlements
    "Ekistics: An Introduction to the Science of Human Settlements" is a foundational work that systematically outlines the principles and methods for planning and organizing human settlements of all scales, from individual dwellings to entire regions.
  • B. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • C. ekistics as the science of human settlements
    Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
  • D. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • E. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • 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: Dwellings and surroundings – Science and technology for man at home
Triple: [Expo 85, theme, Dwellings and surroundings – Science and technology for man at home]
Generated description
"Dwellings and surroundings – Science and technology for man at home" was the central theme of Expo 85, focusing on how scientific and technological advances could improve everyday living environments and domestic life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dwellings and surroundings – Science and technology for man at home
Target entity description: "Dwellings and surroundings – Science and technology for man at home" was the central theme of Expo 85, focusing on how scientific and technological advances could improve everyday living environments and domestic life.
  • A. Ekistics: An Introduction to the Science of Human Settlements
    "Ekistics: An Introduction to the Science of Human Settlements" is a foundational work that systematically outlines the principles and methods for planning and organizing human settlements of all scales, from individual dwellings to entire regions.
  • B. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • C. ekistics as the science of human settlements
    Ekistics as the science of human settlements is an interdisciplinary field that studies the planning, design, organization, and evolution of human communities and their physical environments at all scales, from individual dwellings to global urban systems.
  • D. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • E. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99a773c819092d5f3c297b83887 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf61088481909d79e822e4071456 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec2e4fee481909704d329ad92f4ad completed March 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69aec39bb6a4819084652814e18f60d4 completed March 9, 2026, 12:56 p.m.
Created at: March 6, 2026, 9:42 p.m.