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.