Triple

T14342016
Position Surface form Disambiguated ID Type / Status
Subject John M. Carroll E355626 entity
Predicate hasWritten P2831 FINISHED
Object “Scenario-Based Design: Envisioning Work and Technology in System Development”
“Scenario-Based Design: Envisioning Work and Technology in System Development” is a foundational human–computer interaction book that introduces and develops the use of scenarios as central tools for designing, analyzing, and evaluating interactive systems in real-world work contexts.
E1093152 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: “Scenario-Based Design: Envisioning Work and Technology in System Development” | Statement: [John M. Carroll, hasWritten, “Scenario-Based Design: Envisioning Work and Technology in System Development”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Scenario-Based Design: Envisioning Work and Technology in System Development”
Context triple: [John M. Carroll, hasWritten, “Scenario-Based Design: Envisioning Work and Technology in System Development”]
  • A. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • B. On Designing
    "On Designing" is a seminal book by textile artist and designer Anni Albers that explores the principles, processes, and aesthetics of modern design, particularly in weaving and textile work.
  • C. Centre for User Involvement
    The Centre for User Involvement is a unit within Norway’s public health system that focuses on integrating patients’ and service users’ perspectives into health research, policy, and services.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. 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.
  • 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: “Scenario-Based Design: Envisioning Work and Technology in System Development”
Triple: [John M. Carroll, hasWritten, “Scenario-Based Design: Envisioning Work and Technology in System Development”]
Generated description
“Scenario-Based Design: Envisioning Work and Technology in System Development” is a foundational human–computer interaction book that introduces and develops the use of scenarios as central tools for designing, analyzing, and evaluating interactive systems in real-world work contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Scenario-Based Design: Envisioning Work and Technology in System Development”
Target entity description: “Scenario-Based Design: Envisioning Work and Technology in System Development” is a foundational human–computer interaction book that introduces and develops the use of scenarios as central tools for designing, analyzing, and evaluating interactive systems in real-world work contexts.
  • A. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • B. On Designing
    "On Designing" is a seminal book by textile artist and designer Anni Albers that explores the principles, processes, and aesthetics of modern design, particularly in weaving and textile work.
  • C. Centre for User Involvement
    The Centre for User Involvement is a unit within Norway’s public health system that focuses on integrating patients’ and service users’ perspectives into health research, policy, and services.
  • D. The Systems Approach
    The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
  • E. 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.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e87febc8190a63c668cbd0fd713 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469bc538819099ed5b7061cf140d completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd477d0dd4819084116b385077324c completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:14 a.m.