Triple

T19755252
Position Surface form Disambiguated ID Type / Status
Subject William Gibson E474484 entity
Predicate notableWork P4 FINISHED
Object Pattern Recognition
Pattern Recognition is a 2003 science fiction novel by William Gibson that follows a marketing consultant with an acute sensitivity to corporate logos as she investigates mysterious viral video clips in a near-future, globalized world.
E1394787 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: Pattern Recognition | Statement: [William Gibson, notableWork, Pattern Recognition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pattern Recognition
Context triple: [William Gibson, notableWork, Pattern Recognition]
  • A. Pattern Recognition
    "Pattern Recognition" is a track by the American alternative rock band Sonic Youth, featured on their 2004 album *Sonic Nurse*.
  • B. IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
    The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
  • C. The Psychology of Computer Vision (edited volume)
    The Psychology of Computer Vision is an influential edited volume, compiled by Patrick Henry Winston, that brings together foundational research exploring how principles of human perception and cognition can inform and advance computer vision.
  • D. Machine Learning
    Machine Learning is a peer-reviewed scientific journal that publishes research on all aspects of machine learning and related artificial intelligence methods.
  • E. Gradient-based learning applied to document recognition
    "Gradient-based learning applied to document recognition" is a seminal 1998 paper by Yann LeCun and colleagues that introduced and demonstrated the effectiveness of convolutional neural networks for tasks like handwritten digit recognition, helping to lay the foundations of modern deep learning.
  • 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: Pattern Recognition
Triple: [William Gibson, notableWork, Pattern Recognition]
Generated description
Pattern Recognition is a 2003 science fiction novel by William Gibson that follows a marketing consultant with an acute sensitivity to corporate logos as she investigates mysterious viral video clips in a near-future, globalized world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pattern Recognition
Target entity description: Pattern Recognition is a 2003 science fiction novel by William Gibson that follows a marketing consultant with an acute sensitivity to corporate logos as she investigates mysterious viral video clips in a near-future, globalized world.
  • A. Pattern Recognition
    "Pattern Recognition" is a track by the American alternative rock band Sonic Youth, featured on their 2004 album *Sonic Nurse*.
  • B. IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
    The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
  • C. The Psychology of Computer Vision (edited volume)
    The Psychology of Computer Vision is an influential edited volume, compiled by Patrick Henry Winston, that brings together foundational research exploring how principles of human perception and cognition can inform and advance computer vision.
  • D. Machine Learning
    Machine Learning is a peer-reviewed scientific journal that publishes research on all aspects of machine learning and related artificial intelligence methods.
  • E. Gradient-based learning applied to document recognition
    "Gradient-based learning applied to document recognition" is a seminal 1998 paper by Yann LeCun and colleagues that introduced and demonstrated the effectiveness of convolutional neural networks for tasks like handwritten digit recognition, helping to lay the foundations of modern deep learning.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529dada081909c5b4d65247c6032 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd67064081908839a408b0e746e1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07bde28e848190aaa9c4a06b31bdb6 completed May 16, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed4c8d8819094fafce7eee69ee7 completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:48 p.m.