Triple

T18799438
Position Surface form Disambiguated ID Type / Status
Subject Bokeh E459723 entity
Predicate supportsIntegration P203 FINISHED
Object HoloViews
HoloViews is a high-level Python library for building complex, interactive visualizations and data explorations with minimal code, often used in conjunction with plotting backends like Bokeh and Matplotlib.
E1342441 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: HoloViews | Statement: [Bokeh, supportsIntegration, HoloViews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HoloViews
Context triple: [Bokeh, supportsIntegration, HoloViews]
  • A. Plotly
    Plotly is an interactive, open-source graphing and data visualization library widely used in Python for creating rich, web-based charts and dashboards.
  • B. 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.
  • C. Seaborn
    Seaborn is a Python data visualization library built on top of Matplotlib that provides a high-level interface for creating attractive and informative statistical graphics.
  • D. Seaborn
    Seaborn is a masculine given name of English origin, historically used in colonial America and associated with individuals such as Seaborn Cotton.
  • E. Protovis
    Protovis is a declarative JavaScript toolkit for creating rich, interactive data visualizations in the web browser.
  • 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: HoloViews
Triple: [Bokeh, supportsIntegration, HoloViews]
Generated description
HoloViews is a high-level Python library for building complex, interactive visualizations and data explorations with minimal code, often used in conjunction with plotting backends like Bokeh and Matplotlib.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HoloViews
Target entity description: HoloViews is a high-level Python library for building complex, interactive visualizations and data explorations with minimal code, often used in conjunction with plotting backends like Bokeh and Matplotlib.
  • A. Plotly
    Plotly is an interactive, open-source graphing and data visualization library widely used in Python for creating rich, web-based charts and dashboards.
  • B. 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.
  • C. Seaborn
    Seaborn is a Python data visualization library built on top of Matplotlib that provides a high-level interface for creating attractive and informative statistical graphics.
  • D. Seaborn
    Seaborn is a masculine given name of English origin, historically used in colonial America and associated with individuals such as Seaborn Cotton.
  • E. Protovis
    Protovis is a declarative JavaScript toolkit for creating rich, interactive data visualizations in the web browser.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a02273b481909bc250144a0ace32 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054723def4819097961a04087a54a3 completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a0549358ba081909eb649898d1b3a8a completed May 14, 2026, 4:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0549c825f481909d2da63688b36186 completed May 14, 2026, 4:04 a.m.
Created at: April 10, 2026, 11:53 a.m.