Triple

T11747013
Position Surface form Disambiguated ID Type / Status
Subject John Browne, Baron Browne of Madingley E279307 entity
Predicate notableWork P4 FINISHED
Object Make, Think, Imagine: Engineering the Future of Civilisation
Make, Think, Imagine: Engineering the Future of Civilisation is a non-fiction book by former BP CEO John Browne that explores how engineering and technological innovation shape human progress and the future of society.
E944707 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: Make, Think, Imagine: Engineering the Future of Civilisation | Statement: [John Browne, Baron Browne of Madingley, notableWork, Make, Think, Imagine: Engineering the Future of Civilisation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Make, Think, Imagine: Engineering the Future of Civilisation
Context triple: [John Browne, Baron Browne of Madingley, notableWork, Make, Think, Imagine: Engineering the Future of Civilisation]
  • A. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • B. 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.
  • C. The Prospects of Architecture in Civilization
    "The Prospects of Architecture in Civilization" is an essay that reflects on how architecture shapes and is shaped by the cultural, social, and moral development of human societies.
  • D. Connecting Minds, Creating the Future
    "Connecting Minds, Creating the Future" was the overarching theme of Expo 2020 Dubai, emphasizing global collaboration and innovation to address shared challenges and shape a better future.
  • E. 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.
  • 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: Make, Think, Imagine: Engineering the Future of Civilisation
Triple: [John Browne, Baron Browne of Madingley, notableWork, Make, Think, Imagine: Engineering the Future of Civilisation]
Generated description
Make, Think, Imagine: Engineering the Future of Civilisation is a non-fiction book by former BP CEO John Browne that explores how engineering and technological innovation shape human progress and the future of society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Make, Think, Imagine: Engineering the Future of Civilisation
Target entity description: Make, Think, Imagine: Engineering the Future of Civilisation is a non-fiction book by former BP CEO John Browne that explores how engineering and technological innovation shape human progress and the future of society.
  • A. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • B. 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.
  • C. The Prospects of Architecture in Civilization
    "The Prospects of Architecture in Civilization" is an essay that reflects on how architecture shapes and is shaped by the cultural, social, and moral development of human societies.
  • D. Connecting Minds, Creating the Future
    "Connecting Minds, Creating the Future" was the overarching theme of Expo 2020 Dubai, emphasizing global collaboration and innovation to address shared challenges and shape a better future.
  • E. 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.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50763a081908597da118bd0a64e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f019f5f29c81909d80a9e6127ec6ef completed April 28, 2026, 2:22 a.m.
NEDg Description generation batch_69f0319520dc8190817c5e75ddb7d40b completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05aa351888190a31092e6a9aee26b completed April 28, 2026, 6:58 a.m.
Created at: April 8, 2026, 9:41 p.m.