Triple

T14394709
Position Surface form Disambiguated ID Type / Status
Subject CLion E356923 entity
Predicate hasIntegration P8841 FINISHED
Object Valgrind (via integration on supported platforms)
Valgrind (via integration on supported platforms) is a suite of dynamic analysis tools primarily used for detecting memory management and threading errors in programs.
 E956214 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: Valgrind (via integration on supported platforms) | Statement: [CLion, hasIntegration, Valgrind (via integration on supported platforms)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valgrind (via integration on supported platforms)
Context triple: [CLion, hasIntegration, Valgrind (via integration on supported platforms)]
  • A. Valgrind core
    Valgrind core is the underlying runtime framework of the Valgrind tool suite that provides the basic instrumentation and execution environment used by analysis tools like Callgrind.
  • B. Valgrind callgrind
    Valgrind callgrind is a profiling tool within the Valgrind framework that analyzes program performance by collecting detailed information about function calls and instruction-level execution costs.
  • C. KCachegrind
    KCachegrind is a graphical profiling and visualization tool that helps developers analyze program performance data, particularly call graphs and cache usage, generated by profilers like Valgrind's Callgrind.
  • D. gperftools
    gperftools is a Google-developed collection of performance analysis tools for C++ programs, including a fast memory allocator and CPU/heap profilers.
  • E. AddressSanitizer
    AddressSanitizer is a fast memory error detector that instruments programs to find issues like buffer overflows and use-after-free bugs at runtime.
  • 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: Valgrind (via integration on supported platforms)
Triple: [CLion, hasIntegration, Valgrind (via integration on supported platforms)]
Generated description
Valgrind (via integration on supported platforms) is a suite of dynamic analysis tools primarily used for detecting memory management and threading errors in programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valgrind (via integration on supported platforms)
Target entity description: Valgrind (via integration on supported platforms) is a suite of dynamic analysis tools primarily used for detecting memory management and threading errors in programs.
  • A. Valgrind core chosen
    Valgrind core is the underlying runtime framework of the Valgrind tool suite that provides the basic instrumentation and execution environment used by analysis tools like Callgrind.
  • B. Valgrind callgrind
    Valgrind callgrind is a profiling tool within the Valgrind framework that analyzes program performance by collecting detailed information about function calls and instruction-level execution costs.
  • C. KCachegrind
    KCachegrind is a graphical profiling and visualization tool that helps developers analyze program performance data, particularly call graphs and cache usage, generated by profilers like Valgrind's Callgrind.
  • D. gperftools
    gperftools is a Google-developed collection of performance analysis tools for C++ programs, including a fast memory allocator and CPU/heap profilers.
  • E. AddressSanitizer
    AddressSanitizer is a fast memory error detector that instruments programs to find issues like buffer overflows and use-after-free bugs at runtime.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.