Triple
T272624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rational software tools |
E5667
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
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.
|
E35361
|
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: Unified Modeling Language | Statement: [Rational software tools, basedOn, Unified Modeling Language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unified Modeling Language Context triple: [Rational software tools, basedOn, Unified Modeling Language]
-
A.
Common Language Specification
The Common Language Specification (CLS) is a set of basic language features and rules defined by Microsoft to ensure interoperability and seamless integration among different programming languages targeting the .NET platform.
-
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.
Common Language Infrastructure
Common Language Infrastructure is an open specification developed by Microsoft that defines a language-independent runtime environment for executing and managing code across multiple programming languages and platforms.
-
D.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
-
E.
OWL 2 QL
OWL 2 QL is a lightweight profile of the Web Ontology Language designed to enable efficient query answering over large datasets using standard relational database 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: Unified Modeling Language Triple: [Rational software tools, basedOn, Unified Modeling Language]
Generated description
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unified Modeling Language Target entity description: Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
A.
Common Language Specification
The Common Language Specification (CLS) is a set of basic language features and rules defined by Microsoft to ensure interoperability and seamless integration among different programming languages targeting the .NET platform.
-
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.
Common Language Infrastructure
Common Language Infrastructure is an open specification developed by Microsoft that defines a language-independent runtime environment for executing and managing code across multiple programming languages and platforms.
-
D.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
-
E.
OWL 2 QL
OWL 2 QL is a lightweight profile of the Web Ontology Language designed to enable efficient query answering over large datasets using standard relational database technologies.
- 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_69a25853594c8190b05ec3a586ec88bf |
completed | Feb. 28, 2026, 2:52 a.m. |
| NER | Named-entity recognition | batch_69a25dcf667c8190a7b8630fe67b9a90 |
completed | Feb. 28, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38f537f1c8190a59ac4669498a3fc |
completed | March 1, 2026, 12:58 a.m. |
| NEDg | Description generation | batch_69a38fbfac808190b2b551dcbfe6faff |
completed | March 1, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3903779e88190a00c44a522e82022 |
completed | March 1, 2026, 1:02 a.m. |
Created at: Feb. 28, 2026, 2:57 a.m.