Triple
T1636027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Modeling Language |
E35361
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Booch method
The Booch method is an early object-oriented analysis and design methodology created by Grady Booch that helped shape modern software modeling practices.
|
E184305
|
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: Booch method | Statement: [Unified Modeling Language, influencedBy, Booch method]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Booch method Context triple: [Unified Modeling Language, influencedBy, Booch method]
-
A.
Unified Modeling Language
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
B.
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.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
E.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
- 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: Booch method Triple: [Unified Modeling Language, influencedBy, Booch method]
Generated description
The Booch method is an early object-oriented analysis and design methodology created by Grady Booch that helped shape modern software modeling practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Booch method Target entity description: The Booch method is an early object-oriented analysis and design methodology created by Grady Booch that helped shape modern software modeling practices.
-
A.
Unified Modeling Language
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
B.
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.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
E.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a17e8e08190afb78a953ab920ec |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58dbd0608190be207ab2bcdc9eef |
completed | March 8, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ad5a625d088190bbacbb69a0569d49 |
completed | March 8, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5ae605f88190b5e42d7cf923e9bb |
completed | March 8, 2026, 11:17 a.m. |
Created at: March 4, 2026, 7:28 p.m.