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.