Triple

T14341976
Position Surface form Disambiguated ID Type / Status
Subject Ben Shneiderman E355625 entity
Predicate founded P104 FINISHED
Object Human–Computer Interaction Lab at the University of Maryland E1093151 NE FINISHED

How this triple was built (2 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: Human–Computer Interaction Lab at the University of Maryland | Statement: [Ben Shneiderman, founded, Human–Computer Interaction Lab at the University of Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Human–Computer Interaction Lab at the University of Maryland
Context triple: [Ben Shneiderman, founded, Human–Computer Interaction Lab at the University of Maryland]
  • A. University of Maryland Human–Computer Interaction Lab chosen
    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.
  • B. 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.
  • C. 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.
  • D. “Human-Computer Interaction in the New Millennium”
    “Human-Computer Interaction in the New Millennium” is an influential edited volume by John M. Carroll that surveys emerging theories, methods, and challenges in the field of human-computer interaction at the turn of the 21st century.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69fd4c3f81e881909f742d0442e99dd6 completed May 8, 2026, 2:36 a.m.
Created at: April 10, 2026, 1:14 a.m.