Triple
T2424949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo 85 |
E53503
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Science and Technology for Man at Home
Science and Technology for Man at Home was the guiding theme of Expo '85, emphasizing how scientific and technological advances could improve everyday domestic life.
|
E265823
|
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: Science and Technology for Man at Home | Statement: [Expo 85, motto, Science and Technology for Man at Home]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Science and Technology for Man at Home Context triple: [Expo 85, motto, Science and Technology for Man at Home]
-
A.
Science, The Endless Frontier
Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
-
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.
Science as a Vocation
Science as a Vocation is a seminal 1919 lecture-essay by sociologist Max Weber that examines the ethical, existential, and professional meaning of pursuing science in modern, rationalized society.
-
D.
Models of Man
Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
-
E.
Man and His World
Man and His World was the overarching philosophical and cultural theme of Expo 67, exploring humanity’s relationship with technology, society, and the environment through a series of pavilions and exhibits.
- 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: Science and Technology for Man at Home Triple: [Expo 85, motto, Science and Technology for Man at Home]
Generated description
Science and Technology for Man at Home was the guiding theme of Expo '85, emphasizing how scientific and technological advances could improve everyday domestic life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Science and Technology for Man at Home Target entity description: Science and Technology for Man at Home was the guiding theme of Expo '85, emphasizing how scientific and technological advances could improve everyday domestic life.
-
A.
Science, The Endless Frontier
Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
-
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.
Science as a Vocation
Science as a Vocation is a seminal 1919 lecture-essay by sociologist Max Weber that examines the ethical, existential, and professional meaning of pursuing science in modern, rationalized society.
-
D.
Models of Man
Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
-
E.
Man and His World
Man and His World was the overarching philosophical and cultural theme of Expo 67, exploring humanity’s relationship with technology, society, and the environment through a series of pavilions and exhibits.
- 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.