Triple

T4588358
Position Surface form Disambiguated ID Type / Status
Subject Expo 2025 E103423 entity
Predicate theme P261 FINISHED
Object Designing Future Society for Our Lives
Designing Future Society for Our Lives is the central theme of Expo 2025 Osaka, focusing on envisioning innovative, sustainable, and human-centered ways of living in the future.
E455433 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: Designing Future Society for Our Lives | Statement: [Expo 2025, theme, Designing Future Society for Our Lives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Designing Future Society for Our Lives
Context triple: [Expo 2025, theme, Designing Future Society for Our Lives]
  • A. Why the future doesn’t need us
    "Why the Future Doesn’t Need Us" is a widely discussed 2000 essay by technologist Bill Joy warning that advances in robotics, genetic engineering, and nanotechnology could pose existential risks to humanity.
  • B. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • C. Release 2.0: A Design for Living in the Digital Age
    "Release 2.0: A Design for Living in the Digital Age" is a book by technology analyst Esther Dyson that explores how the emerging digital revolution reshapes society, business, and personal life.
  • 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. A Design for Life
    "A Design for Life" is a 1996 Britpop-era anthem by Welsh rock band Manic Street Preachers that critiques class inequality and became one of their most iconic and commercially successful singles.
  • 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: Designing Future Society for Our Lives
Triple: [Expo 2025, theme, Designing Future Society for Our Lives]
Generated description
Designing Future Society for Our Lives is the central theme of Expo 2025 Osaka, focusing on envisioning innovative, sustainable, and human-centered ways of living in the future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Designing Future Society for Our Lives
Target entity description: Designing Future Society for Our Lives is the central theme of Expo 2025 Osaka, focusing on envisioning innovative, sustainable, and human-centered ways of living in the future.
  • A. Why the future doesn’t need us
    "Why the Future Doesn’t Need Us" is a widely discussed 2000 essay by technologist Bill Joy warning that advances in robotics, genetic engineering, and nanotechnology could pose existential risks to humanity.
  • B. Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities
    "Where We Want to Live: Reclaiming Infrastructure for a New Generation of Cities" is an urban planning book by Ryan Gravel that explores how reimagining transportation and infrastructure can create more livable, equitable, and sustainable cities.
  • C. Release 2.0: A Design for Living in the Digital Age
    "Release 2.0: A Design for Living in the Digital Age" is a book by technology analyst Esther Dyson that explores how the emerging digital revolution reshapes society, business, and personal life.
  • 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. A Design for Life
    "A Design for Life" is a 1996 Britpop-era anthem by Welsh rock band Manic Street Preachers that critiques class inequality and became one of their most iconic and commercially successful singles.
  • 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd592115fc8190b1aee1d8bbaf1ee3 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0b9f700819082b0e5171132d0f3 completed March 21, 2026, 12:05 a.m.
NEDg Description generation batch_69bde31735a481909d005e6c44e2f114 completed March 21, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bde6d185088190b94580f53038d883 completed March 21, 2026, 12:31 a.m.
Created at: March 20, 2026, 1:11 p.m.