Triple

T18529479
Position Surface form Disambiguated ID Type / Status
Subject Laravel Dusk E452797 entity
Predicate uses P98 FINISHED
Object ChromeDriver
ChromeDriver is a WebDriver-compatible tool that automates and controls the Google Chrome browser for running browser-based tests and scripts.
E1328975 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: ChromeDriver | Statement: [Laravel Dusk, uses, ChromeDriver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ChromeDriver
Context triple: [Laravel Dusk, uses, ChromeDriver]
  • A. Chromium web browser
    Chromium web browser is an open-source, multi-platform web browser that serves as the foundation for Google Chrome and many other Chromium-based browsers.
  • B. Chrome
    Chrome is a track featured on the album "Rain."
  • C. Chrome
    Chrome is an unincorporated rural community located in Glenn County, California.
  • D. Google Chrome
    Google Chrome is a widely used cross-platform web browser developed by Google, known for its speed, simplicity, and integration with Google services.
  • E. WebdriverIO
    WebdriverIO is a popular open-source JavaScript-based test automation framework for browser and mobile applications, built on WebDriver and maintained under the OpenJS Foundation.
  • 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: ChromeDriver
Triple: [Laravel Dusk, uses, ChromeDriver]
Generated description
ChromeDriver is a WebDriver-compatible tool that automates and controls the Google Chrome browser for running browser-based tests and scripts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ChromeDriver
Target entity description: ChromeDriver is a WebDriver-compatible tool that automates and controls the Google Chrome browser for running browser-based tests and scripts.
  • A. Chromium web browser
    Chromium web browser is an open-source, multi-platform web browser that serves as the foundation for Google Chrome and many other Chromium-based browsers.
  • B. Chrome
    Chrome is a track featured on the album "Rain."
  • C. Chrome
    Chrome is an unincorporated rural community located in Glenn County, California.
  • D. Google Chrome
    Google Chrome is a widely used cross-platform web browser developed by Google, known for its speed, simplicity, and integration with Google services.
  • E. WebdriverIO
    WebdriverIO is a popular open-source JavaScript-based test automation framework for browser and mobile applications, built on WebDriver and maintained under the OpenJS Foundation.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533fb940c81909d4ad9fc37f47829 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049178ea1c819085480137adfb3841 completed May 13, 2026, 2:58 p.m.
NEDg Description generation batch_6a04921b1a508190b8bb6d6c4597ab99 completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492ba4ea08190b59510b221ad5d21 completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:37 a.m.