Triple

T1496466
Position Surface form Disambiguated ID Type / Status
Subject Tim O'Reilly E29697 entity
Predicate notableWork P4 FINISHED
Object "WTF?: What's the Future and Why It's Up to Us"
"WTF?: What's the Future and Why It's Up to Us" is a nonfiction book by technology thought leader Tim O’Reilly that explores how emerging technologies are reshaping the economy, work, and society, and argues for consciously steering innovation toward more humane outcomes.
E170571 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: "WTF?: What's the Future and Why It's Up to Us" | Statement: [Tim O'Reilly, notableWork, "WTF?: What's the Future and Why It's Up to Us"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "WTF?: What's the Future and Why It's Up to Us"
Context triple: [Tim O'Reilly, notableWork, "WTF?: What's the Future and Why It's Up to Us"]
  • A. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • B. The Future is Yours
    "The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
  • C. How Tomorrow Moves
    "How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
  • D. Victims of the Future
    Victims of the Future is a 1983 hard rock and heavy metal album by Irish guitarist Gary Moore, known for its powerful guitar work and the hit single "Empty Rooms."
  • E. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • 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: "WTF?: What's the Future and Why It's Up to Us"
Triple: [Tim O'Reilly, notableWork, "WTF?: What's the Future and Why It's Up to Us"]
Generated description
"WTF?: What's the Future and Why It's Up to Us" is a nonfiction book by technology thought leader Tim O’Reilly that explores how emerging technologies are reshaping the economy, work, and society, and argues for consciously steering innovation toward more humane outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "WTF?: What's the Future and Why It's Up to Us"
Target entity description: "WTF?: What's the Future and Why It's Up to Us" is a nonfiction book by technology thought leader Tim O’Reilly that explores how emerging technologies are reshaping the economy, work, and society, and argues for consciously steering innovation toward more humane outcomes.
  • A. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • B. The Future is Yours
    "The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
  • C. How Tomorrow Moves
    "How Tomorrow Moves" is the corporate slogan used by CSX Transportation to emphasize its role in modern, forward-looking freight rail services.
  • D. Victims of the Future
    Victims of the Future is a 1983 hard rock and heavy metal album by Irish guitarist Gary Moore, known for its powerful guitar work and the hit single "Empty Rooms."
  • E. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6edca248190a90205799b270058 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cadb50481908788b5710f6012db completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1deb982481908f542c233c9352ab completed March 8, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e79aecc8190a4c7d0f30fdc7e63 completed March 8, 2026, 7 a.m.
Created at: March 1, 2026, 8:12 p.m.