Triple

T16087734
Position Surface form Disambiguated ID Type / Status
Subject Frederick Edwin Smith E390274 entity
Predicate notableWork P4 FINISHED
Object The World in 2030 A.D.
The World in 2030 A.D. is a futurist book by British politician and lawyer Frederick Edwin Smith, envisioning social, political, and technological developments in the early 21st century.
 E1192813 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 World in 2030 A.D. | Statement: [Frederick Edwin Smith, notableWork, The World in 2030 A.D.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The World in 2030 A.D.
Context triple: [Frederick Edwin Smith, notableWork, The World in 2030 A.D.]
  • A. 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything
    "2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything" is a nonfiction book that analyzes converging global trends—such as demographics, technology, and economic shifts—to forecast how they will transform society and business by the year 2030.
  • B. A Brief History of the Future
    A Brief History of the Future is a book by Mike Moore that explores potential social, political, and technological developments shaping humanity’s long-term future.
  • C. The Challenge of the Future
    "The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
  • D. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • E. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • 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 World in 2030 A.D.
Triple: [Frederick Edwin Smith, notableWork, The World in 2030 A.D.]
Generated description
The World in 2030 A.D. is a futurist book by British politician and lawyer Frederick Edwin Smith, envisioning social, political, and technological developments in the early 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The World in 2030 A.D.
Target entity description: The World in 2030 A.D. is a futurist book by British politician and lawyer Frederick Edwin Smith, envisioning social, political, and technological developments in the early 21st century.
  • A. 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything
    "2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything" is a nonfiction book that analyzes converging global trends—such as demographics, technology, and economic shifts—to forecast how they will transform society and business by the year 2030.
  • B. A Brief History of the Future
    A Brief History of the Future is a book by Mike Moore that explores potential social, political, and technological developments shaping humanity’s long-term future.
  • C. The Challenge of the Future
    "The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
  • D. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • E. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e184508dfc819085590b2c4731c8ef completed April 17, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe490d494819081f812811f032702 completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe63f757c81908c7dc3c5ae3075c6 completed May 10, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6b3f25481908dd4b6108b5d95c0 completed May 10, 2026, 2 a.m.
Created at: April 10, 2026, 4:59 a.m.