Triple
T14890651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PhpStorm |
E359744
|
entity |
| Predicate | supportsTechnology |
P5090
|
FINISHED |
| Object |
Zend Debugger
Zend Debugger is a PHP debugging extension that enables step-by-step code inspection, breakpoints, and variable analysis for PHP applications, often used with IDEs like PhpStorm.
|
E1125815
|
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: Zend Debugger | Statement: [PhpStorm, supportsTechnology, Zend Debugger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zend Debugger Context triple: [PhpStorm, supportsTechnology, Zend Debugger]
-
A.
Turbo Debugger
Turbo Debugger is a DOS-based source-level debugger from Borland, commonly used alongside Turbo C++ for debugging C and C++ programs.
-
B.
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.
-
C.
Perl debugger
The Perl debugger is an interactive tool that allows developers to step through Perl code, inspect variables, set breakpoints, and diagnose runtime behavior.
-
D.
Web Debug Toolbar
Web Debug Toolbar is Symfony’s built-in debugging panel that appears in the browser to provide real-time information about application performance, requests, logs, and configuration during development.
-
E.
GNU Debugger
GNU Debugger (GDB) is a widely used free and open-source debugging tool for programs written in languages like C, C++, and Fortran, allowing developers to inspect and control program execution.
- 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: Zend Debugger Triple: [PhpStorm, supportsTechnology, Zend Debugger]
Generated description
Zend Debugger is a PHP debugging extension that enables step-by-step code inspection, breakpoints, and variable analysis for PHP applications, often used with IDEs like PhpStorm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zend Debugger Target entity description: Zend Debugger is a PHP debugging extension that enables step-by-step code inspection, breakpoints, and variable analysis for PHP applications, often used with IDEs like PhpStorm.
-
A.
Turbo Debugger
Turbo Debugger is a DOS-based source-level debugger from Borland, commonly used alongside Turbo C++ for debugging C and C++ programs.
-
B.
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.
-
C.
Perl debugger
The Perl debugger is an interactive tool that allows developers to step through Perl code, inspect variables, set breakpoints, and diagnose runtime behavior.
-
D.
Web Debug Toolbar
Web Debug Toolbar is Symfony’s built-in debugging panel that appears in the browser to provide real-time information about application performance, requests, logs, and configuration during development.
-
E.
GNU Debugger
GNU Debugger (GDB) is a widely used free and open-source debugging tool for programs written in languages like C, C++, and Fortran, allowing developers to inspect and control program execution.
- 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.