Triple
T11958966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valgrind Callgrind |
E284621
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Valgrind project
The Valgrind project is an open-source instrumentation framework for building dynamic analysis tools, best known for its memory debugging and profiling capabilities on Linux.
|
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 project | Statement: [Valgrind Callgrind, developer, Valgrind project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valgrind project Context triple: [Valgrind Callgrind, developer, Valgrind project]
-
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.
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.
-
C.
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.
-
D.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
E.
AROS Research Operating System
AROS Research Operating System is an open-source, portable reimplementation of the classic AmigaOS designed to run on modern hardware and architectures.
- 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 project Triple: [Valgrind Callgrind, developer, Valgrind project]
Generated description
The Valgrind project is an open-source instrumentation framework for building dynamic analysis tools, best known for its memory debugging and profiling capabilities on Linux.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valgrind project Target entity description: The Valgrind project is an open-source instrumentation framework for building dynamic analysis tools, best known for its memory debugging and profiling capabilities on Linux.
-
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.
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.
-
C.
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.
-
D.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
E.
AROS Research Operating System
AROS Research Operating System is an open-source, portable reimplementation of the classic AmigaOS designed to run on modern hardware and architectures.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903681a00819098c2b5260e2ef834 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f471d625c88190baed4ea08853988a |
completed | May 1, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_69f47b7ac4048190ae09f18f1a90338f |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47db91f38819092b7b5c5e2bb489b |
completed | May 1, 2026, 10:17 a.m. |
Created at: April 8, 2026, 9:45 p.m.