Triple
T14890650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PhpStorm |
E359744
|
entity |
| Predicate | supportsTechnology |
P5090
|
FINISHED |
| Object |
Xdebug
Xdebug is a popular open-source PHP extension that provides advanced debugging, profiling, and code coverage capabilities for PHP applications.
|
E1125814
|
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: Xdebug | Statement: [PhpStorm, supportsTechnology, Xdebug]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xdebug Context triple: [PhpStorm, supportsTechnology, Xdebug]
-
A.
HHVM
HHVM is an open-source virtual machine developed by Meta (Facebook) that executes Hack and PHP code using just-in-time (JIT) compilation for high performance.
-
B.
PhpStorm
PhpStorm is a commercial integrated development environment (IDE) tailored for PHP and web development, offering advanced code analysis, debugging, and integration with modern frameworks and tools.
-
C.
Turbo Debugger
Turbo Debugger is a DOS-based source-level debugger from Borland, commonly used alongside Turbo C++ for debugging C and C++ programs.
-
D.
Zend Technologies (historically)
Zend Technologies is a software company best known for its role in developing and supporting the PHP programming language ecosystem, including tools, frameworks, and enterprise solutions for PHP applications.
-
E.
JetBrains Rider
JetBrains Rider is a cross-platform .NET IDE by JetBrains that combines ReSharper’s code analysis with a fast, IntelliJ-based development environment.
- 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: Xdebug Triple: [PhpStorm, supportsTechnology, Xdebug]
Generated description
Xdebug is a popular open-source PHP extension that provides advanced debugging, profiling, and code coverage capabilities for PHP applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xdebug Target entity description: Xdebug is a popular open-source PHP extension that provides advanced debugging, profiling, and code coverage capabilities for PHP applications.
-
A.
HHVM
HHVM is an open-source virtual machine developed by Meta (Facebook) that executes Hack and PHP code using just-in-time (JIT) compilation for high performance.
-
B.
PhpStorm
PhpStorm is a commercial integrated development environment (IDE) tailored for PHP and web development, offering advanced code analysis, debugging, and integration with modern frameworks and tools.
-
C.
Turbo Debugger
Turbo Debugger is a DOS-based source-level debugger from Borland, commonly used alongside Turbo C++ for debugging C and C++ programs.
-
D.
Zend Technologies (historically)
Zend Technologies is a software company best known for its role in developing and supporting the PHP programming language ecosystem, including tools, frameworks, and enterprise solutions for PHP applications.
-
E.
JetBrains Rider
JetBrains Rider is a cross-platform .NET IDE by JetBrains that combines ReSharper’s code analysis with a fast, IntelliJ-based development environment.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f883288190af602633fa7d6860 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b61407481908a618d14c56d2abf |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6e21bdf481908dba4b745ed4be65 |
completed | May 8, 2026, 11:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6ee69860819096a2448ab813dc1d |
completed | May 8, 2026, 11:16 p.m. |
Created at: April 10, 2026, 2:10 a.m.