Triple

T7930626
Position Surface form Disambiguated ID Type / Status
Subject ACM Computing Classification System E184179 entity
Predicate topLevelCategoryExample P34976 FINISHED
Object Human-centered computing
Human-centered computing is a field of computing focused on designing, building, and evaluating interactive systems that prioritize human needs, capabilities, and experiences.
E365873 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: Human-centered computing | Statement: [ACM Computing Classification System, topLevelCategoryExample, Human-centered computing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human-centered computing
Context triple: [ACM Computing Classification System, topLevelCategoryExample, Human-centered computing]
  • A. HCI
    HCI (Human-Computer Interaction) is a field of study focused on designing, evaluating, and improving interactive computing systems to optimize how people use and experience technology.
  • B. 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.
  • C. “Computing: A Human Activity”
    “Computing: A Human Activity” is a collection of essays by computer scientist Peter Naur that explores computing as a human-centered, theory-building activity rather than a purely formal or mathematical discipline.
  • D. Interactive Software Engineering
    Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
  • E. CHI Conference on Human Factors in Computing Systems
    The CHI Conference on Human Factors in Computing Systems is the premier international academic conference on human–computer interaction, showcasing cutting-edge research on the design, evaluation, and use of interactive technologies.
  • 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: Human-centered computing
Triple: [ACM Computing Classification System, topLevelCategoryExample, Human-centered computing]
Generated description
Human-centered computing is a field of computing focused on designing, building, and evaluating interactive systems that prioritize human needs, capabilities, and experiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human-centered computing
Target entity description: Human-centered computing is a field of computing focused on designing, building, and evaluating interactive systems that prioritize human needs, capabilities, and experiences.
  • A. HCI chosen
    HCI (Human-Computer Interaction) is a field of study focused on designing, evaluating, and improving interactive computing systems to optimize how people use and experience technology.
  • B. 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.
  • C. “Computing: A Human Activity”
    “Computing: A Human Activity” is a collection of essays by computer scientist Peter Naur that explores computing as a human-centered, theory-building activity rather than a purely formal or mathematical discipline.
  • D. Interactive Software Engineering
    Interactive Software Engineering was a software company founded by Bertrand Meyer, best known for developing the Eiffel programming language and promoting object-oriented software engineering methods.
  • E. CHI Conference on Human Factors in Computing Systems
    The CHI Conference on Human Factors in Computing Systems is the premier international academic conference on human–computer interaction, showcasing cutting-edge research on the design, evaluation, and use of interactive technologies.
  • F. None of above.

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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3accc388819087065ebe7d5d9591 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c01602081908ea1af24785260ff completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f22f89c8190a98208bf096a2427 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76d2dff8819085ad9e10baad1537 completed March 31, 2026, 7:25 a.m.
Created at: March 30, 2026, 5:07 p.m.