Triple

T4588383
Position Surface form Disambiguated ID Type / Status
Subject Expo 2025 E103423 entity
Predicate mainConcept P533 FINISHED
Object People’s Living Lab
People’s Living Lab is the core theme of Expo 2025, envisioning the world’s fair as a large-scale experimental space where people, technologies, and ideas interact to co-create solutions for future society.
E455435 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: People’s Living Lab | Statement: [Expo 2025, mainConcept, People’s Living Lab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: People’s Living Lab
Context triple: [Expo 2025, mainConcept, People’s Living Lab]
  • A. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • B. 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.
  • C. Places for Everyone
    Places for Everyone is a joint development plan for several Greater Manchester districts that sets out long-term strategies for housing, jobs, and sustainable growth in the region.
  • D. Livable Netherlands
    Livable Netherlands is a Dutch political party known for its populist, reformist agenda and as the initial political platform of controversial politician Pim Fortuyn.
  • E. MIT Senseable City Lab
    MIT Senseable City Lab is a research group at MIT that explores how digital technologies and data are transforming urban environments, infrastructure, and human behavior in cities.
  • 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: People’s Living Lab
Triple: [Expo 2025, mainConcept, People’s Living Lab]
Generated description
People’s Living Lab is the core theme of Expo 2025, envisioning the world’s fair as a large-scale experimental space where people, technologies, and ideas interact to co-create solutions for future society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: People’s Living Lab
Target entity description: People’s Living Lab is the core theme of Expo 2025, envisioning the world’s fair as a large-scale experimental space where people, technologies, and ideas interact to co-create solutions for future society.
  • A. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • B. 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.
  • C. Places for Everyone
    Places for Everyone is a joint development plan for several Greater Manchester districts that sets out long-term strategies for housing, jobs, and sustainable growth in the region.
  • D. Livable Netherlands
    Livable Netherlands is a Dutch political party known for its populist, reformist agenda and as the initial political platform of controversial politician Pim Fortuyn.
  • E. MIT Senseable City Lab
    MIT Senseable City Lab is a research group at MIT that explores how digital technologies and data are transforming urban environments, infrastructure, and human behavior in cities.
  • 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.