Triple

T2752430
Position Surface form Disambiguated ID Type / Status
Subject ACM Transactions on Applied Perception E61018 entity
Predicate field P3 FINISHED
Object applied perception in computing
Applied perception in computing is an interdisciplinary field that studies how humans perceive and interact with digital systems to inform the design of more effective, intuitive, and realistic computational technologies.
E61018 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: applied perception in computing | Statement: [ACM Transactions on Applied Perception, field, applied perception in computing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: applied perception in computing
Context triple: [ACM Transactions on Applied Perception, field, applied perception in computing]
  • A. ACM Transactions on Applied Perception
    ACM Transactions on Applied Perception is a peer-reviewed scientific journal focusing on research at the intersection of computer science, psychology, and human perception, particularly in areas such as graphics, visualization, and human-computer interaction.
  • B. Master of Human-Computer Interaction in Software Engineering
    The Master of Human-Computer Interaction in Software Engineering is a specialized graduate program that integrates user-centered design principles with advanced software engineering practices to prepare students for building complex interactive systems.
  • C. The Science of Computing
    "The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
  • D. Human-Computer Interaction Institute, Carnegie Mellon University
    The Human-Computer Interaction Institute at Carnegie Mellon University is a leading interdisciplinary research and education center focused on the design, study, and engineering of interactive computing systems and user experiences.
  • E. Computing as a Discipline
    "Computing as a Discipline" is a seminal 1989 paper by Peter J. Denning that systematically defined the intellectual structure and core subfields of computer science as an academic discipline.
  • 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: applied perception in computing
Triple: [ACM Transactions on Applied Perception, field, applied perception in computing]
Generated description
Applied perception in computing is an interdisciplinary field that studies how humans perceive and interact with digital systems to inform the design of more effective, intuitive, and realistic computational technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: applied perception in computing
Target entity description: Applied perception in computing is an interdisciplinary field that studies how humans perceive and interact with digital systems to inform the design of more effective, intuitive, and realistic computational technologies.
  • A. ACM Transactions on Applied Perception chosen
    ACM Transactions on Applied Perception is a peer-reviewed scientific journal focusing on research at the intersection of computer science, psychology, and human perception, particularly in areas such as graphics, visualization, and human-computer interaction.
  • B. Master of Human-Computer Interaction in Software Engineering
    The Master of Human-Computer Interaction in Software Engineering is a specialized graduate program that integrates user-centered design principles with advanced software engineering practices to prepare students for building complex interactive systems.
  • C. The Science of Computing
    "The Science of Computing" is a foundational work by Peter J. Denning that explores the principles, theory, and practice underlying computer science as a scientific discipline.
  • D. Human-Computer Interaction Institute, Carnegie Mellon University
    The Human-Computer Interaction Institute at Carnegie Mellon University is a leading interdisciplinary research and education center focused on the design, study, and engineering of interactive computing systems and user experiences.
  • E. Computing as a Discipline
    "Computing as a Discipline" is a seminal 1989 paper by Peter J. Denning that systematically defined the intellectual structure and core subfields of computer science as an academic discipline.
  • F. None of above.

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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb6d08088190b489de15a120ba3f completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd86ac88190a4aba335ef9942e4 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:56 p.m.