Triple
T17677638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prolog |
E440678
|
entity |
| Predicate | hasImplementation |
P3697
|
FINISHED |
| Object |
Visual Prolog
Visual Prolog is a strongly typed, object-oriented extension of the Prolog programming language designed primarily for developing large-scale, industrial-strength applications with graphical user interfaces.
|
E1282536
|
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: Visual Prolog | Statement: [Prolog, hasImplementation, Visual Prolog]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Visual Prolog Context triple: [Prolog, hasImplementation, Visual Prolog]
-
A.
Prolog
Prolog is a high-level logic programming language rooted in formal logic and widely used in artificial intelligence, natural language processing, and symbolic reasoning.
-
B.
NEPO visual programming language
NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
-
C.
LambdaProlog
LambdaProlog is a logic programming language that extends Prolog with higher-order features, polymorphism, and strong support for reasoning about formal systems and syntax with bindings.
-
D.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
E.
Delphi
Delphi is an ancient Greek sanctuary and archaeological site famed for the Oracle of Apollo and its central role in classical Greek religion and culture.
- 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: Visual Prolog Triple: [Prolog, hasImplementation, Visual Prolog]
Generated description
Visual Prolog is a strongly typed, object-oriented extension of the Prolog programming language designed primarily for developing large-scale, industrial-strength applications with graphical user interfaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Visual Prolog Target entity description: Visual Prolog is a strongly typed, object-oriented extension of the Prolog programming language designed primarily for developing large-scale, industrial-strength applications with graphical user interfaces.
-
A.
Prolog
Prolog is a high-level logic programming language rooted in formal logic and widely used in artificial intelligence, natural language processing, and symbolic reasoning.
-
B.
NEPO visual programming language
NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
-
C.
LambdaProlog
LambdaProlog is a logic programming language that extends Prolog with higher-order features, polymorphism, and strong support for reasoning about formal systems and syntax with bindings.
-
D.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
E.
Delphi
Delphi is an ancient Greek sanctuary and archaeological site famed for the Oracle of Apollo and its central role in classical Greek religion and culture.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6e959c819092d9d33e79bd51f7 |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10:01 a.m.