Triple
T14341975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Shneiderman |
E355625
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
University of Maryland Human–Computer Interaction Lab
The University of Maryland Human–Computer Interaction Lab is a pioneering research center known for foundational contributions to user interface design, information visualization, and usability engineering.
|
E1093151
|
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: University of Maryland Human–Computer Interaction Lab | Statement: [Ben Shneiderman, affiliation, University of Maryland Human–Computer Interaction Lab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Maryland Human–Computer Interaction Lab Context triple: [Ben Shneiderman, affiliation, University of Maryland Human–Computer Interaction Lab]
-
A.
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.
-
B.
Center for Cognitive Interaction Technology
The Center for Cognitive Interaction Technology is a research institute at Bielefeld University focused on advancing human-technology interaction through cognitive and intelligent systems.
-
C.
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.
-
D.
GVU Center
GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
-
E.
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.
- 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: University of Maryland Human–Computer Interaction Lab Triple: [Ben Shneiderman, affiliation, University of Maryland Human–Computer Interaction Lab]
Generated description
The University of Maryland Human–Computer Interaction Lab is a pioneering research center known for foundational contributions to user interface design, information visualization, and usability engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Maryland Human–Computer Interaction Lab Target entity description: The University of Maryland Human–Computer Interaction Lab is a pioneering research center known for foundational contributions to user interface design, information visualization, and usability engineering.
-
A.
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.
-
B.
Center for Cognitive Interaction Technology
The Center for Cognitive Interaction Technology is a research institute at Bielefeld University focused on advancing human-technology interaction through cognitive and intelligent systems.
-
C.
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.
-
D.
GVU Center
GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
-
E.
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.
- 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.