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.