Triple
T18222071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ggplot2 |
E436330
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Grammar of Graphics
Grammar of Graphics is a theoretical framework for data visualization that defines graphics as mappings from data to aesthetic attributes through layered, composable components.
|
E1313005
|
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: Grammar of Graphics | Statement: [ggplot2, basedOn, Grammar of Graphics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grammar of Graphics Context triple: [ggplot2, basedOn, Grammar of Graphics]
-
A.
ggplot2
ggplot2 is a widely used R package for creating elegant, layered, and highly customizable data visualizations based on the Grammar of Graphics.
-
B.
Vega visualization grammar
Vega visualization grammar is a declarative language and toolkit for creating, sharing, and reproducing interactive data visualizations on the web.
-
C.
The Craft of Information Visualization
The Craft of Information Visualization is a foundational book that compiles influential research papers and case studies on designing and evaluating effective visual representations of data and information.
-
D.
Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers
"Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers" is a handbook that teaches scientists and engineers how to design clear, effective, and visually compelling graphics to communicate their data and ideas.
-
E.
Vega-Lite
Vega-Lite is a high-level grammar of interactive graphics that enables users to concisely create and share data visualizations, developed under the guidance of computer scientist Jeff Heer.
- 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: Grammar of Graphics Triple: [ggplot2, basedOn, Grammar of Graphics]
Generated description
Grammar of Graphics is a theoretical framework for data visualization that defines graphics as mappings from data to aesthetic attributes through layered, composable components.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grammar of Graphics Target entity description: Grammar of Graphics is a theoretical framework for data visualization that defines graphics as mappings from data to aesthetic attributes through layered, composable components.
-
A.
ggplot2
ggplot2 is a widely used R package for creating elegant, layered, and highly customizable data visualizations based on the Grammar of Graphics.
-
B.
Vega visualization grammar
Vega visualization grammar is a declarative language and toolkit for creating, sharing, and reproducing interactive data visualizations on the web.
-
C.
The Craft of Information Visualization
The Craft of Information Visualization is a foundational book that compiles influential research papers and case studies on designing and evaluating effective visual representations of data and information.
-
D.
Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers
"Visual Strategies: A Practical Guide to Graphics for Scientists and Engineers" is a handbook that teaches scientists and engineers how to design clear, effective, and visually compelling graphics to communicate their data and ideas.
-
E.
Vega-Lite
Vega-Lite is a high-level grammar of interactive graphics that enables users to concisely create and share data visualizations, developed under the guidance of computer scientist Jeff Heer.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47c85108190bd9707b40bdfdb38 |
completed | April 19, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f1da8948190811c2dc441b63866 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a03a00195b08190b77a676bc44d1887 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0a4ef148190b6c69f72f019964a |
completed | May 12, 2026, 9:50 p.m. |
Created at: April 10, 2026, 10:32 a.m.