Triple
T15171469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cent Studio |
E362494
|
entity |
| Predicate | programmingLanguageUsedInProduct |
P1592
|
FINISHED |
| Object | C++ |
E13747
|
NE FINISHED |
How this triple was built (3 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: C++ | Statement: [Cent Studio, programmingLanguageUsedInProduct, C++]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: C++ Context triple: [Cent Studio, programmingLanguageUsedInProduct, C++]
-
A.
C++
chosen
C++ is a high-performance, general-purpose programming language widely used for system/software development, game engines, and performance-critical applications.
-
B.
CPP
CPP is a Canadian government-run public pension program that provides retirement, disability, and survivor benefits to eligible contributors.
-
C.
CPP
CPP is a public polytechnic university in Pomona, California, known for its hands-on, learn-by-doing educational approach.
-
D.
CPP
CPP is a revolutionary communist organization in the Philippines that has led a long-running Maoist insurgency against the government.
-
E.
.cc
.cc is the country code top-level domain (ccTLD) assigned to the Cocos (Keeling) Islands, often marketed globally for a variety of commercial and creative uses.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programmingLanguageUsedInProduct Context triple: [Cent Studio, programmingLanguageUsedInProduct, C++]
-
A.
programmingLanguage
chosen
Indicates that one entity is a programming language used to create, control, or interact with the other entity.
-
B.
programLanguage
Indicates that an entity is implemented, written, or expressed using a particular programming language.
-
C.
languagesUsed
Indicates that one entity uses, employs, or is expressed in one or more languages associated with the other entity.
-
D.
usedInProgrammingLanguages
Indicates that something (such as a concept, construct, or feature) is employed or implemented within one or more programming languages.
-
E.
languageOfImplementation
Indicates the programming language in which a given software system, component, or algorithm is implemented.
- F. None of above.
Provenance (4 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0064ec56481909f11fa6e5686f076 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec88c69088190a61f0a5719e99b87 |
completed | May 9, 2026, 5:39 a.m. |
| PD | Predicate disambiguation | batch_69deb9779acc81908ed2dad382c42dca |
completed | April 14, 2026, 10:02 p.m. |
Created at: April 10, 2026, 3:08 a.m.