Triple

T8133622
Position Surface form Disambiguated ID Type / Status
Subject Pauley Perrette E189912 entity
Predicate film P9968 FINISHED
Object The Singularity Is Near E140267 NE FINISHED

How this triple was built (2 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 Singularity Is Near | Statement: [Pauley Perrette, film, The Singularity Is Near]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Singularity Is Near
Context triple: [Pauley Perrette, film, The Singularity Is Near]
  • A. The Singularity Is Near chosen
    The Singularity Is Near is a futurist book by Ray Kurzweil that predicts the imminent rise of superintelligent machines and explores the profound technological, social, and philosophical implications of this transformation.
  • B. The Age of Spiritual Machines
    The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
  • C. The Age of Em: Work, Love, and Life when Robots Rule the Earth
    The Age of Em: Work, Love, and Life when Robots Rule the Earth is a speculative nonfiction book that explores a future society dominated by brain-emulation-based robots and examines how this transformation would reshape economics, work, and human relationships.
  • D. Hello World: How to be Human in the Age of the Machine
    "Hello World: How to be Human in the Age of the Machine" is a popular science book by mathematician Hannah Fry that explores how algorithms shape modern life and examines the balance between human judgment and machine decision-making.
  • E. Novacene: The Coming Age of Hyperintelligence
    Novacene: The Coming Age of Hyperintelligence is a speculative non-fiction book by James Lovelock that explores a future epoch dominated by superintelligent, self-evolving technologies and their relationship with humanity and the Earth.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43ba98c881909c4b4c9cd25ad063 completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9488f0bc8190a4fdf6d021f54e13 completed April 1, 2026, 3:44 a.m.
Created at: March 30, 2026, 5:35 p.m.