Triple
T249048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Addison-Wesley |
E5101
|
entity |
| Predicate | hasPublished |
P80
|
FINISHED |
| Object |
Domain-Driven Design: Tackling Complexity in the Heart of Software
"Domain-Driven Design: Tackling Complexity in the Heart of Software" is a seminal software engineering book by Eric Evans that introduces the domain-driven design approach for managing complexity in large, business-focused software systems.
|
E32456
|
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: Domain-Driven Design: Tackling Complexity in the Heart of Software | Statement: [Addison-Wesley, hasPublished, Domain-Driven Design: Tackling Complexity in the Heart of Software]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Domain-Driven Design: Tackling Complexity in the Heart of Software Context triple: [Addison-Wesley, hasPublished, Domain-Driven Design: Tackling Complexity in the Heart of Software]
-
A.
International Conference on Software Engineering
The International Conference on Software Engineering is a premier annual academic and industry forum for presenting and discussing cutting-edge research, practices, and innovations in software engineering.
-
B.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
-
C.
IEEE software engineering standards collection
The IEEE software engineering standards collection is a comprehensive set of internationally recognized guidelines and best practices that define processes, documentation, and quality criteria across the software development lifecycle.
-
D.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
-
E.
IEEE Software
IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
- 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: Domain-Driven Design: Tackling Complexity in the Heart of Software Triple: [Addison-Wesley, hasPublished, Domain-Driven Design: Tackling Complexity in the Heart of Software]
Generated description
"Domain-Driven Design: Tackling Complexity in the Heart of Software" is a seminal software engineering book by Eric Evans that introduces the domain-driven design approach for managing complexity in large, business-focused software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Domain-Driven Design: Tackling Complexity in the Heart of Software Target entity description: "Domain-Driven Design: Tackling Complexity in the Heart of Software" is a seminal software engineering book by Eric Evans that introduces the domain-driven design approach for managing complexity in large, business-focused software systems.
-
A.
International Conference on Software Engineering
The International Conference on Software Engineering is a premier annual academic and industry forum for presenting and discussing cutting-edge research, practices, and innovations in software engineering.
-
B.
IEEE Computer Society Technical Committee on Distributed Processing
The IEEE Computer Society Technical Committee on Distributed Processing is a professional body within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing systems and related technologies.
-
C.
IEEE software engineering standards collection
The IEEE software engineering standards collection is a comprehensive set of internationally recognized guidelines and best practices that define processes, documentation, and quality criteria across the software development lifecycle.
-
D.
Strategic Computing Initiative
The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
-
E.
IEEE Software
IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d35aa288190966b6e15af1525cb |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37371d2548190a71a1b15d6f9ce3c |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a373f650588190af71549fb7df4ae6 |
completed | Feb. 28, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a374a737f88190a4b2d838db12cc4e |
completed | Feb. 28, 2026, 11:05 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.