Triple

T16306448
Position Surface form Disambiguated ID Type / Status
Subject Jeff Heer E395926 entity
Predicate notableWork P4 FINISHED
Object “A Tour through the Visualization Zoo”
“A Tour through the Visualization Zoo” is a widely cited survey article that systematically introduces and categorizes a broad range of data visualization techniques and design patterns.
E1205487 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: “A Tour through the Visualization Zoo” | Statement: [Jeff Heer, notableWork, “A Tour through the Visualization Zoo”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “A Tour through the Visualization Zoo”
Context triple: [Jeff Heer, notableWork, “A Tour through the Visualization Zoo”]
  • A. Readings in Information Visualization: Using Vision to Think
    Readings in Information Visualization: Using Vision to Think is an influential anthology that compiles foundational research and key perspectives on how visual representations support human thinking and data analysis in the field of information visualization.
  • B. The Craft of Information Visualization
    The Craft of Information Visualization is a foundational book that compiles influential research papers and case studies on designing and evaluating effective visual representations of data and information.
  • C. IEEE Visualization conference
    The IEEE Visualization conference is a premier annual research conference focused on advances in scientific and information visualization, bringing together experts from academia and industry to present and discuss cutting-edge visualization techniques and systems.
  • D. task by data type taxonomy for information visualizations
    The "task by data type taxonomy for information visualizations" is a foundational framework that categorizes visualization techniques based on the types of data they display and the user tasks they support, widely used to guide the design and evaluation of information visualizations.
  • E. Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers
    "Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers" is a handbook that teaches scientists and engineers how to design clear, effective, and visually compelling graphics to communicate their data and ideas.
  • 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: “A Tour through the Visualization Zoo”
Triple: [Jeff Heer, notableWork, “A Tour through the Visualization Zoo”]
Generated description
“A Tour through the Visualization Zoo” is a widely cited survey article that systematically introduces and categorizes a broad range of data visualization techniques and design patterns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “A Tour through the Visualization Zoo”
Target entity description: “A Tour through the Visualization Zoo” is a widely cited survey article that systematically introduces and categorizes a broad range of data visualization techniques and design patterns.
  • A. Readings in Information Visualization: Using Vision to Think
    Readings in Information Visualization: Using Vision to Think is an influential anthology that compiles foundational research and key perspectives on how visual representations support human thinking and data analysis in the field of information visualization.
  • B. The Craft of Information Visualization
    The Craft of Information Visualization is a foundational book that compiles influential research papers and case studies on designing and evaluating effective visual representations of data and information.
  • C. IEEE Visualization conference
    The IEEE Visualization conference is a premier annual research conference focused on advances in scientific and information visualization, bringing together experts from academia and industry to present and discuss cutting-edge visualization techniques and systems.
  • D. task by data type taxonomy for information visualizations
    The "task by data type taxonomy for information visualizations" is a foundational framework that categorizes visualization techniques based on the types of data they display and the user tasks they support, widely used to guide the design and evaluation of information visualizations.
  • E. Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers
    "Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers" is a handbook that teaches scientists and engineers how to design clear, effective, and visually compelling graphics to communicate their data and ideas.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d5619081909d0f8157cc487877 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa3353c8190825b31854a97220c completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0020e282888190bb1d23b4876b4b75 completed May 10, 2026, 6:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0021ba49808190bf69c22bc5c8d4da completed May 10, 2026, 6:12 a.m.
Created at: April 10, 2026, 5:06 a.m.