Triple

T14342131
Position Surface form Disambiguated ID Type / Status
Subject Donald A. Norman E355628 entity
Predicate coFounded P104 FINISHED
Object Nielsen Norman Group
Nielsen Norman Group is a leading user experience and usability consulting firm known for its research-based guidance on designing intuitive, human-centered digital products and services.
E1094334 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: Nielsen Norman Group | Statement: [Donald A. Norman, coFounded, Nielsen Norman Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nielsen Norman Group
Context triple: [Donald A. Norman, coFounded, Nielsen Norman Group]
  • A. 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.
  • B. Design Research Unit
    Design Research Unit was a pioneering British multidisciplinary design consultancy known for shaping modern corporate identities and public-sector branding in the mid-20th century.
  • C. Papyrus Design Group
    Papyrus Design Group was a pioneering American video game developer best known for its highly realistic racing simulations, including the acclaimed NASCAR Racing series.
  • D. Doug Engelbart Institute
    The Doug Engelbart Institute is an organization dedicated to advancing the visionary ideas of computing pioneer Douglas Engelbart, particularly in augmenting human intellect and collaborative problem-solving.
  • E. 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.
  • 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: Nielsen Norman Group
Triple: [Donald A. Norman, coFounded, Nielsen Norman Group]
Generated description
Nielsen Norman Group is a leading user experience and usability consulting firm known for its research-based guidance on designing intuitive, human-centered digital products and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nielsen Norman Group
Target entity description: Nielsen Norman Group is a leading user experience and usability consulting firm known for its research-based guidance on designing intuitive, human-centered digital products and services.
  • A. 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.
  • B. Design Research Unit
    Design Research Unit was a pioneering British multidisciplinary design consultancy known for shaping modern corporate identities and public-sector branding in the mid-20th century.
  • C. 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.
  • D. Papyrus Design Group
    Papyrus Design Group was a pioneering American video game developer best known for its highly realistic racing simulations, including the acclaimed NASCAR Racing series.
  • E. Doug Engelbart Institute
    The Doug Engelbart Institute is an organization dedicated to advancing the visionary ideas of computing pioneer Douglas Engelbart, particularly in augmenting human intellect and collaborative problem-solving.
  • 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_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.