Triple
T7936901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Objectory |
E184307
|
entity |
| Predicate | documentedIn |
P309
|
FINISHED |
| Object |
Object-Oriented Software Engineering: A Use Case Driven Approach
Object-Oriented Software Engineering: A Use Case Driven Approach is a foundational software engineering textbook by Ivar Jacobson that popularized use-case–driven, object-oriented analysis and design methods.
|
E699660
|
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: Object-Oriented Software Engineering: A Use Case Driven Approach | Statement: [Objectory, documentedIn, Object-Oriented Software Engineering: A Use Case Driven Approach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Object-Oriented Software Engineering: A Use Case Driven Approach Context triple: [Objectory, documentedIn, Object-Oriented Software Engineering: A Use Case Driven Approach]
-
A.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
B.
Analysis Patterns: Reusable Object Models
Analysis Patterns: Reusable Object Models is a software engineering book by Martin Fowler that presents recurring object-oriented design solutions for modeling complex business domains.
-
C.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
D.
Design Patterns: Elements of Reusable Object-Oriented Software
Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
-
E.
UML Distilled
UML Distilled is a concise, widely used introductory guide to the Unified Modeling Language that focuses on the most practical and commonly applied modeling concepts in software design.
- 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: Object-Oriented Software Engineering: A Use Case Driven Approach Triple: [Objectory, documentedIn, Object-Oriented Software Engineering: A Use Case Driven Approach]
Generated description
Object-Oriented Software Engineering: A Use Case Driven Approach is a foundational software engineering textbook by Ivar Jacobson that popularized use-case–driven, object-oriented analysis and design methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Object-Oriented Software Engineering: A Use Case Driven Approach Target entity description: Object-Oriented Software Engineering: A Use Case Driven Approach is a foundational software engineering textbook by Ivar Jacobson that popularized use-case–driven, object-oriented analysis and design methods.
-
A.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
B.
Analysis Patterns: Reusable Object Models
Analysis Patterns: Reusable Object Models is a software engineering book by Martin Fowler that presents recurring object-oriented design solutions for modeling complex business domains.
-
C.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
D.
Design Patterns: Elements of Reusable Object-Oriented Software
Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
-
E.
UML Distilled
UML Distilled is a concise, widely used introductory guide to the Unified Modeling Language that focuses on the most practical and commonly applied modeling concepts in software design.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aede3cc81908b0d3b54e68997b9 |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c0a96ac819099ad30fb925eb329 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7634f4dc8190b5e537f24bccd651 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb67e77a48190b93c6ba61becfac4 |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:08 p.m.