Triple
T6508726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expo 93 |
E150074
|
entity |
| Predicate | subtheme |
P20138
|
FINISHED |
| Object |
The Challenge of the Environment
The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
|
E601286
|
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: The Challenge of the Environment | Statement: [Expo 93, subtheme, The Challenge of the Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Challenge of the Environment Context triple: [Expo 93, subtheme, The Challenge of the Environment]
-
A.
CO2 Rising: The World’s Greatest Environmental Challenge
CO2 Rising: The World’s Greatest Environmental Challenge is a popular science book that explains the science, sources, and global impacts of rising carbon dioxide levels in Earth’s atmosphere.
-
B.
Human Well-Being and the Natural Environment
"Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
-
C.
Earth in the Balance
Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
-
D.
The human roots of the ecological crisis
"The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
-
E.
Our Common Future
Our Common Future is the landmark 1987 report by the World Commission on Environment and Development that popularized the concept of sustainable development and shaped global environmental policy.
- 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: The Challenge of the Environment Triple: [Expo 93, subtheme, The Challenge of the Environment]
Generated description
The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Challenge of the Environment Target entity description: The Challenge of the Environment was a thematic section of Expo '93 focused on global ecological issues and sustainable development.
-
A.
CO2 Rising: The World’s Greatest Environmental Challenge
CO2 Rising: The World’s Greatest Environmental Challenge is a popular science book that explains the science, sources, and global impacts of rising carbon dioxide levels in Earth’s atmosphere.
-
B.
Human Well-Being and the Natural Environment
"Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
-
C.
Earth in the Balance
Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
-
D.
The human roots of the ecological crisis
"The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
-
E.
Our Common Future
Our Common Future is the landmark 1987 report by the World Commission on Environment and Development that popularized the concept of sustainable development and shaped global environmental policy.
- 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_69c687ef291081909d437f035eef1cda |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69f386aa08190bfc8592a92ec6339 |
completed | March 27, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb5782fc8190a56b714bbc007490 |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd88f66c81909b364a816aeee8bf |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce3a53cc8190a40d696a22ec65f4 |
completed | March 27, 2026, 6:36 p.m. |
Created at: March 27, 2026, 1:43 p.m.