Triple
T8945839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turbo C++ |
E213218
|
entity |
| Predicate | includedTool |
P66291
|
FINISHED |
| Object |
Turbo Assembler (TASM)
Turbo Assembler (TASM) is Borland's 16- and 32-bit x86 assembler, widely used in DOS-era development for its speed, macro capabilities, and tight integration with Borland's Turbo language tools.
|
E768012
|
NE FINISHED |
How this triple was built (5 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: Turbo Assembler (TASM) | Statement: [Turbo C++, includedTool, Turbo Assembler (TASM)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turbo Assembler (TASM) Context triple: [Turbo C++, includedTool, Turbo Assembler (TASM)]
-
A.
Turbo Pascal
Turbo Pascal is a once-popular integrated development environment and compiler for the Pascal programming language, known for its fast compilation speed and influence on early PC software development.
-
B.
Turbo C
Turbo C is an early integrated development environment and compiler for the C programming language, widely used in the late 1980s and 1990s for DOS-based software development.
-
C.
Turbo Basic
Turbo Basic is an enhanced, high-speed implementation of the BASIC programming language designed for rapid development and improved performance on personal computers.
-
D.
MS-DOS Executive
MS-DOS Executive is the simple file management and program-launching shell that served as the primary user interface in early versions of Microsoft Windows, notably Windows 1.0.
-
E.
Turbo C++
Turbo C++ is an early integrated development environment and compiler for the C and C++ programming languages that was widely used on DOS and Windows systems in the 1990s.
- 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: Turbo Assembler (TASM) Triple: [Turbo C++, includedTool, Turbo Assembler (TASM)]
Generated description
Turbo Assembler (TASM) is Borland's 16- and 32-bit x86 assembler, widely used in DOS-era development for its speed, macro capabilities, and tight integration with Borland's Turbo language tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turbo Assembler (TASM) Target entity description: Turbo Assembler (TASM) is Borland's 16- and 32-bit x86 assembler, widely used in DOS-era development for its speed, macro capabilities, and tight integration with Borland's Turbo language tools.
-
A.
Turbo Pascal
Turbo Pascal is a once-popular integrated development environment and compiler for the Pascal programming language, known for its fast compilation speed and influence on early PC software development.
-
B.
Turbo C
Turbo C is an early integrated development environment and compiler for the C programming language, widely used in the late 1980s and 1990s for DOS-based software development.
-
C.
Turbo Basic
Turbo Basic is an enhanced, high-speed implementation of the BASIC programming language designed for rapid development and improved performance on personal computers.
-
D.
MS-DOS Executive
MS-DOS Executive is the simple file management and program-launching shell that served as the primary user interface in early versions of Microsoft Windows, notably Windows 1.0.
-
E.
Turbo C++
Turbo C++ is an early integrated development environment and compiler for the C and C++ programming languages that was widely used on DOS and Windows systems in the 1990s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: includedTool Context triple: [Turbo C++, includedTool, Turbo Assembler (TASM)]
-
A.
includesTooling
chosen
Indicates that one entity contains, provides, or comes bundled with specific tools or tooling capabilities related to another entity.
-
B.
isToolIn
Indicates that a tool is located within or contained inside a specified space, container, or context.
-
C.
relatedTool
Indicates that one tool has a meaningful association or connection with another tool, such as being complementary, compatible, or commonly used together.
-
D.
usedByTool
Indicates that a particular tool is employed or operated by a specified agent or entity.
-
E.
toolIn
Indicates that one entity is a tool or instrument used in or associated with another entity or context.
- F. None of above.
Provenance (6 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_69ca839843408190a39069a029a89f15 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66dd00c481908ff20fd66c1954cc |
completed | April 1, 2026, 12:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1fcb44481908324220aeba1f4e2 |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc31798ec81908c200dd17be5e785 |
completed | April 3, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc44441208190a6b588c0609511fb |
completed | April 3, 2026, 1:44 p.m. |
| PD | Predicate disambiguation | batch_69cc5ed5267c8190a43feb2a2f3df1ec |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 6:59 p.m.