Triple
T4555416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Symfony |
E120465
|
entity |
| Predicate | hasTool |
P19952
|
FINISHED |
| Object |
Symfony Profiler
Symfony Profiler is a debugging and performance analysis tool for Symfony applications that collects and displays detailed information about each request to help developers diagnose issues and optimize their code.
|
E120465
|
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: Symfony Profiler | Statement: [Symfony, hasTool, Symfony Profiler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Symfony Profiler Context triple: [Symfony, hasTool, Symfony Profiler]
-
A.
Symfony
Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
-
B.
perf (Linux profiler)
perf (Linux profiler) is a powerful Linux profiling and performance analysis tool that leverages kernel performance counters to measure and diagnose system and application behavior.
-
C.
aa-logprof
aa-logprof is a userspace AppArmor utility that analyzes system logs to help generate and refine security profiles for applications.
-
D.
gprof
gprof is a performance analysis tool that profiles program execution to help developers identify time-consuming functions and optimize their code.
-
E.
gperftools
gperftools is a Google-developed collection of performance analysis tools for C++ programs, including a fast memory allocator and CPU/heap profilers.
- 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: Symfony Profiler Triple: [Symfony, hasTool, Symfony Profiler]
Generated description
Symfony Profiler is a debugging and performance analysis tool for Symfony applications that collects and displays detailed information about each request to help developers diagnose issues and optimize their code.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Symfony Profiler Target entity description: Symfony Profiler is a debugging and performance analysis tool for Symfony applications that collects and displays detailed information about each request to help developers diagnose issues and optimize their code.
-
A.
Symfony
chosen
Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
-
B.
perf (Linux profiler)
perf (Linux profiler) is a powerful Linux profiling and performance analysis tool that leverages kernel performance counters to measure and diagnose system and application behavior.
-
C.
aa-logprof
aa-logprof is a userspace AppArmor utility that analyzes system logs to help generate and refine security profiles for applications.
-
D.
gprof
gprof is a performance analysis tool that profiles program execution to help developers identify time-consuming functions and optimize their code.
-
E.
gperftools
gperftools is a Google-developed collection of performance analysis tools for C++ programs, including a fast memory allocator and CPU/heap profilers.
- F. None of above.
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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd5813af948190b10b02dadf6496bf |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc8a14ca88190b4104c113e150edd |
completed | March 20, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc95f7064819081c69df00a869c31 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:09 p.m.